diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml index 7e7f1e59..918ff24c 100644 --- a/.github/workflows/deploy.yml +++ b/.github/workflows/deploy.yml @@ -28,4 +28,4 @@ jobs: python -m pip install --upgrade build python -m build - name: Publish package distributions to PyPI - uses: pypa/gh-action-pypi-publish@release/v1 \ No newline at end of file + uses: pypa/gh-action-pypi-publish@release/v1 diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml new file mode 100644 index 00000000..184c8c82 --- /dev/null +++ b/.github/workflows/pre-commit.yml @@ -0,0 +1,11 @@ +# .github/workflows/pre-commit.yml +name: Pre-commit +on: [push] +jobs: + pre-commit: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v2 + - uses: pre-commit/action@v2.0.3 + with: + extra_args: '--all-files' diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index b2fc35d3..c7dc6731 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -2,7 +2,7 @@ # See https://pre-commit.com/hooks.html for more hooks repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.3.0 + rev: v4.0.1 hooks: - id: trailing-whitespace - id: end-of-file-fixer diff --git a/.pylintrc b/.pylintrc index 4e1ce58e..ef3ba76d 100644 --- a/.pylintrc +++ b/.pylintrc @@ -129,7 +129,8 @@ disable= no-else-return, global-statement, too-many-public-method, - too-many-ancestors + too-many-ancestors, + too-many-positional-arguments # Enable the message, report, category or checker with the given id(s). You can # either give multiple identifier separated by comma (,) or put this option diff --git a/README.md b/README.md index 3b201a1b..c3b670f2 100644 --- a/README.md +++ b/README.md @@ -69,7 +69,7 @@ make html ## Unit tests To run the unit test you need to install: ```bash -pip install pyetst pytest-env pytest-cov +pip install pytest pytest-env pytest-cov ``` And then simply run: ```bash diff --git a/benchmarks/closure_tests/closure_test.py b/benchmarks/closure_tests/closure_test.py index e06f1751..cf328a46 100644 --- a/benchmarks/closure_tests/closure_test.py +++ b/benchmarks/closure_tests/closure_test.py @@ -11,7 +11,6 @@ # run fits repeatedly on different pseudo datasets n_exp = 1 for i in range(n_exp): - # run projection module subprocess.run(["smefit", "PROJ", "--closure", projection_runcard]) diff --git a/docs/source/_static/LO_NLO_linear/index.html b/docs/source/_static/LO_NLO_linear/index.html index 0872c40e..79415355 100644 --- a/docs/source/_static/LO_NLO_linear/index.html +++ b/docs/source/_static/LO_NLO_linear/index.html @@ -30,26 +30,26 @@
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    - diff --git a/docs/source/_static/LO_NLO_linear/meta/coefficient_summary.tex b/docs/source/_static/LO_NLO_linear/meta/coefficient_summary.tex index 4d38a712..bd5d6231 100644 --- a/docs/source/_static/LO_NLO_linear/meta/coefficient_summary.tex +++ b/docs/source/_static/LO_NLO_linear/meta/coefficient_summary.tex @@ -62,14 +62,14 @@ & $c_{dt}^{8}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{dt}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{qd}^{8}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} - & $c_{qd}^{1}$ & $\checkmark$ & & $\checkmark$ & + & $c_{qd}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \hline \multirow{5}{*}{4Q} & $c_{QQ}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{QQ}^{8}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{Qt}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{Qt}^{8}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} - & $c_{tt}^{1}$ & $\checkmark$ & & $\checkmark$ & + & $c_{tt}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \hline \multirow{7}{*}{B} & $c_{\varphi G}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} @@ -78,7 +78,7 @@ & $c_{\varphi WB}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{\varphi \Box}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{\varphi D}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} - & $c_{WWW}$ & $\checkmark$ & & $\checkmark$ & + & $c_{WWW}$ & $\checkmark$ & & $\checkmark$ & \\ \hline \hline & Number fitted coefficients & 36 & & 36 & \\ \hline \end{tabular} diff --git a/docs/source/_static/LO_NLO_linear/meta/pca_table_NS_GLOBAL_LO_NHO.tex b/docs/source/_static/LO_NLO_linear/meta/pca_table_NS_GLOBAL_LO_NHO.tex index 4a6b8786..db42a812 100644 --- a/docs/source/_static/LO_NLO_linear/meta/pca_table_NS_GLOBAL_LO_NHO.tex +++ b/docs/source/_static/LO_NLO_linear/meta/pca_table_NS_GLOBAL_LO_NHO.tex @@ -20,530 +20,530 @@ \begin{document} \noindent \underline{\bf{Principal Components Analysis}:} \rm NS\ \ LO\ linear\\ \\ \\ \noindent \textcolor{red}{\underline{\bf{PC00} (5.90e+05):}} -{$+0.699$}{\rm $c_{\varphi G}$} -{$-0.597$}{\rm $c_{\varphi B}$} -{$+0.334$}{\rm $c_{\varphi WB}$} -{$-0.182$}{\rm $c_{\varphi W}$} -{$+0.085$}{\rm $c_{b \varphi}$} -{$-0.036$}{\rm $c_{tW}$} -{$+0.032$}{\rm $c_{tZ}$} -{$+0.028$}{\rm $c_{c \varphi}$} -{$+0.026$}{\rm $c_{tG}$} -{$+0.012$}{\rm $c_{\tau \varphi}$} - \nonumber \\ \nonumber \\ +{$+0.699$}{\rm $c_{\varphi G}$} +{$-0.597$}{\rm $c_{\varphi B}$} +{$+0.334$}{\rm $c_{\varphi WB}$} +{$-0.182$}{\rm $c_{\varphi W}$} +{$+0.085$}{\rm $c_{b \varphi}$} +{$-0.036$}{\rm $c_{tW}$} +{$+0.032$}{\rm $c_{tZ}$} +{$+0.028$}{\rm $c_{c \varphi}$} +{$+0.026$}{\rm $c_{tG}$} +{$+0.012$}{\rm $c_{\tau \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC01} (2.07e+05):}} -{$+0.709$}{\rm $c_{\varphi G}$} -{$+0.594$}{\rm $c_{\varphi B}$} -{$-0.327$}{\rm $c_{\varphi WB}$} -{$+0.181$}{\rm $c_{\varphi W}$} -{$+0.036$}{\rm $c_{tW}$} -{$+0.033$}{\rm $c_{b \varphi}$} -{$-0.032$}{\rm $c_{tZ}$} -{$+0.029$}{\rm $c_{tG}$} -{$+0.011$}{\rm $c_{c \varphi}$} - \nonumber \\ \nonumber \\ +{$+0.709$}{\rm $c_{\varphi G}$} +{$+0.594$}{\rm $c_{\varphi B}$} +{$-0.327$}{\rm $c_{\varphi WB}$} +{$+0.181$}{\rm $c_{\varphi W}$} +{$+0.036$}{\rm $c_{tW}$} +{$+0.033$}{\rm $c_{b \varphi}$} +{$-0.032$}{\rm $c_{tZ}$} +{$+0.029$}{\rm $c_{tG}$} +{$+0.011$}{\rm $c_{c \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC02} (4.25e+03):}} -{$+0.879$}{\rm $c_{\tau \varphi}$} -{$-0.360$}{\rm $c_{b \varphi}$} -{$-0.233$}{\rm $c_{\varphi WB}$} -{$-0.136$}{\rm $c_{\varphi D}$} -{$-0.127$}{\rm $c_{\varphi B}$} -{$-0.087$}{\rm $c_{c \varphi}$} -{$+0.030$}{\rm $c_{\varphi G}$} -{$-0.017$}{\rm $c_{\varphi W}$} -{$+0.013$}{\rm $c_{tG}$} - \nonumber \\ \nonumber \\ +{$+0.879$}{\rm $c_{\tau \varphi}$} +{$-0.360$}{\rm $c_{b \varphi}$} +{$-0.233$}{\rm $c_{\varphi WB}$} +{$-0.136$}{\rm $c_{\varphi D}$} +{$-0.127$}{\rm $c_{\varphi B}$} +{$-0.087$}{\rm $c_{c \varphi}$} +{$+0.030$}{\rm $c_{\varphi G}$} +{$-0.017$}{\rm $c_{\varphi W}$} +{$+0.013$}{\rm $c_{tG}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC03} (2.78e+03):}} -{$-0.747$}{\rm $c_{\varphi WB}$} -{$-0.433$}{\rm $c_{\varphi D}$} -{$-0.397$}{\rm $c_{\varphi B}$} -{$-0.290$}{\rm $c_{\tau \varphi}$} -{$+0.071$}{\rm $c_{c \varphi}$} -{$+0.065$}{\rm $c_{b \varphi}$} -{$-0.050$}{\rm $c_{\varphi W}$} -{$-0.023$}{\rm $c_{tW}$} -{$+0.021$}{\rm $c_{tZ}$} - \nonumber \\ \nonumber \\ +{$-0.747$}{\rm $c_{\varphi WB}$} +{$-0.433$}{\rm $c_{\varphi D}$} +{$-0.397$}{\rm $c_{\varphi B}$} +{$-0.290$}{\rm $c_{\tau \varphi}$} +{$+0.071$}{\rm $c_{c \varphi}$} +{$+0.065$}{\rm $c_{b \varphi}$} +{$-0.050$}{\rm $c_{\varphi W}$} +{$-0.023$}{\rm $c_{tW}$} +{$+0.021$}{\rm $c_{tZ}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC04} (1.88e+03):}} -{$-0.871$}{\rm $c_{b \varphi}$} -{$-0.378$}{\rm $c_{\tau \varphi}$} -{$-0.290$}{\rm $c_{c \varphi}$} -{$+0.079$}{\rm $c_{\varphi G}$} -{$+0.072$}{\rm $c_{tG}$} -{$+0.051$}{\rm $c_{\varphi WB}$} -{$-0.016$}{\rm $c_{\varphi B}$} -{$-0.013$}{\rm $c_{\varphi W}$} - \nonumber \\ \nonumber \\ +{$-0.871$}{\rm $c_{b \varphi}$} +{$-0.378$}{\rm $c_{\tau \varphi}$} +{$-0.290$}{\rm $c_{c \varphi}$} +{$+0.079$}{\rm $c_{\varphi G}$} +{$+0.072$}{\rm $c_{tG}$} +{$+0.051$}{\rm $c_{\varphi WB}$} +{$-0.016$}{\rm $c_{\varphi B}$} +{$-0.013$}{\rm $c_{\varphi W}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC05} (2.86e+02):}} -{$-0.989$}{\rm $c_{tG}$} -{$-0.067$}{\rm $c_{qq}^{1,8}$} -{$-0.064$}{\rm $c_{qt}^{8}$} -{$-0.058$}{\rm $c_{b \varphi}$} -{$+0.045$}{\rm $c_{\varphi G}$} -{$-0.042$}{\rm $c_{c \varphi}$} -{$-0.035$}{\rm $c_{qu}^{8}$} -{$-0.034$}{\rm $c_{ut}^{8}$} -{$-0.023$}{\rm $c_{qd}^{8}$} -{$-0.022$}{\rm $c_{dt}^{8}$} -{$-0.021$}{\rm $c_{qq}^{1,3}$} -{$+0.020$}{\rm $c_{tW}$} -{$-0.017$}{\rm $c_{\varphi \Box}$} -{$+0.016$}{\rm $c_{t \varphi}$} -{$-0.015$}{\rm $c_{\tau \varphi}$} -{$+0.013$}{\rm $c_{\varphi Q}^{(-)}$} - \nonumber \\ \nonumber \\ +{$-0.989$}{\rm $c_{tG}$} +{$-0.067$}{\rm $c_{qq}^{1,8}$} +{$-0.064$}{\rm $c_{qt}^{8}$} +{$-0.058$}{\rm $c_{b \varphi}$} +{$+0.045$}{\rm $c_{\varphi G}$} +{$-0.042$}{\rm $c_{c \varphi}$} +{$-0.035$}{\rm $c_{qu}^{8}$} +{$-0.034$}{\rm $c_{ut}^{8}$} +{$-0.023$}{\rm $c_{qd}^{8}$} +{$-0.022$}{\rm $c_{dt}^{8}$} +{$-0.021$}{\rm $c_{qq}^{1,3}$} +{$+0.020$}{\rm $c_{tW}$} +{$-0.017$}{\rm $c_{\varphi \Box}$} +{$+0.016$}{\rm $c_{t \varphi}$} +{$-0.015$}{\rm $c_{\tau \varphi}$} +{$+0.013$}{\rm $c_{\varphi Q}^{(-)}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC06} (2.18e+02):}} -{$-0.950$}{\rm $c_{qq}^{1,3}$} -{$+0.300$}{\rm $c_{\varphi Q}^{3}$} -{$+0.082$}{\rm $c_{tW}$} -{$+0.023$}{\rm $c_{tG}$} -{$+0.014$}{\rm $c_{c \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.950$}{\rm $c_{qq}^{1,3}$} +{$+0.300$}{\rm $c_{\varphi Q}^{3}$} +{$+0.082$}{\rm $c_{tW}$} +{$+0.023$}{\rm $c_{tG}$} +{$+0.014$}{\rm $c_{c \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC07} (1.02e+02):}} -{$-0.868$}{\rm $c_{c \varphi}$} -{$-0.372$}{\rm $c_{\varphi W}$} -{$+0.286$}{\rm $c_{b \varphi}$} -{$+0.100$}{\rm $c_{tW}$} -{$+0.072$}{\rm $c_{\varphi B}$} -{$-0.070$}{\rm $c_{\varphi \Box}$} -{$-0.065$}{\rm $c_{\varphi WB}$} -{$-0.026$}{\rm $c_{\varphi D}$} -{$+0.021$}{\rm $c_{tG}$} -{$+0.013$}{\rm $c_{\tau \varphi}$} -{$+0.013$}{\rm $c_{t \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.868$}{\rm $c_{c \varphi}$} +{$-0.372$}{\rm $c_{\varphi W}$} +{$+0.286$}{\rm $c_{b \varphi}$} +{$+0.100$}{\rm $c_{tW}$} +{$+0.072$}{\rm $c_{\varphi B}$} +{$-0.070$}{\rm $c_{\varphi \Box}$} +{$-0.065$}{\rm $c_{\varphi WB}$} +{$-0.026$}{\rm $c_{\varphi D}$} +{$+0.021$}{\rm $c_{tG}$} +{$+0.013$}{\rm $c_{\tau \varphi}$} +{$+0.013$}{\rm $c_{t \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC08} (8.28e+01):}} -{$-0.989$}{\rm $c_{tW}$} -{$-0.088$}{\rm $c_{c \varphi}$} -{$-0.084$}{\rm $c_{qq}^{1,3}$} -{$+0.060$}{\rm $c_{\varphi B}$} -{$+0.026$}{\rm $c_{b \varphi}$} -{$-0.024$}{\rm $c_{\varphi W}$} -{$-0.019$}{\rm $c_{tG}$} -{$+0.017$}{\rm $c_{qq}^{1,8}$} -{$+0.012$}{\rm $c_{\varphi Q}^{3}$} -{$-0.011$}{\rm $c_{\varphi WB}$} -{$+0.011$}{\rm $c_{ut}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.989$}{\rm $c_{tW}$} +{$-0.088$}{\rm $c_{c \varphi}$} +{$-0.084$}{\rm $c_{qq}^{1,3}$} +{$+0.060$}{\rm $c_{\varphi B}$} +{$+0.026$}{\rm $c_{b \varphi}$} +{$-0.024$}{\rm $c_{\varphi W}$} +{$-0.019$}{\rm $c_{tG}$} +{$+0.017$}{\rm $c_{qq}^{1,8}$} +{$+0.012$}{\rm $c_{\varphi Q}^{3}$} +{$-0.011$}{\rm $c_{\varphi WB}$} +{$+0.011$}{\rm $c_{ut}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC09} (5.20e+01):}} -{$+0.568$}{\rm $c_{qt}^{8}$} -{$-0.514$}{\rm $c_{qq}^{1,8}$} -{$+0.405$}{\rm $c_{qu}^{8}$} -{$-0.372$}{\rm $c_{ut}^{8}$} -{$-0.247$}{\rm $c_{qq}^{8,3}$} -{$+0.163$}{\rm $c_{qd}^{8}$} -{$-0.147$}{\rm $c_{dt}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.568$}{\rm $c_{qt}^{8}$} +{$-0.514$}{\rm $c_{qq}^{1,8}$} +{$+0.405$}{\rm $c_{qu}^{8}$} +{$-0.372$}{\rm $c_{ut}^{8}$} +{$-0.247$}{\rm $c_{qq}^{8,3}$} +{$+0.163$}{\rm $c_{qd}^{8}$} +{$-0.147$}{\rm $c_{dt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC10} (2.29e+01):}} -{$-0.570$}{\rm $c_{\varphi W}$} -{$+0.455$}{\rm $c_{qq}^{1,8}$} -{$+0.395$}{\rm $c_{qt}^{8}$} -{$+0.265$}{\rm $c_{ut}^{8}$} -{$+0.244$}{\rm $c_{c \varphi}$} -{$+0.233$}{\rm $c_{qu}^{8}$} -{$+0.200$}{\rm $c_{\varphi B}$} -{$-0.171$}{\rm $c_{\varphi D}$} -{$+0.140$}{\rm $c_{dt}^{8}$} -{$+0.126$}{\rm $c_{qd}^{8}$} -{$-0.090$}{\rm $c_{tG}$} -{$-0.080$}{\rm $c_{b \varphi}$} -{$-0.060$}{\rm $c_{qq}^{8,3}$} -{$+0.049$}{\rm $c_{\varphi WB}$} -{$-0.038$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.024$}{\rm $c_{\varphi t}$} -{$-0.018$}{\rm $c_{\varphi Q}^{3}$} -{$+0.018$}{\rm $c_{tW}$} -{$-0.012$}{\rm $c_{t \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.570$}{\rm $c_{\varphi W}$} +{$+0.455$}{\rm $c_{qq}^{1,8}$} +{$+0.395$}{\rm $c_{qt}^{8}$} +{$+0.265$}{\rm $c_{ut}^{8}$} +{$+0.244$}{\rm $c_{c \varphi}$} +{$+0.233$}{\rm $c_{qu}^{8}$} +{$+0.200$}{\rm $c_{\varphi B}$} +{$-0.171$}{\rm $c_{\varphi D}$} +{$+0.140$}{\rm $c_{dt}^{8}$} +{$+0.126$}{\rm $c_{qd}^{8}$} +{$-0.090$}{\rm $c_{tG}$} +{$-0.080$}{\rm $c_{b \varphi}$} +{$-0.060$}{\rm $c_{qq}^{8,3}$} +{$+0.049$}{\rm $c_{\varphi WB}$} +{$-0.038$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.024$}{\rm $c_{\varphi t}$} +{$-0.018$}{\rm $c_{\varphi Q}^{3}$} +{$+0.018$}{\rm $c_{tW}$} +{$-0.012$}{\rm $c_{t \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC11} (2.14e+01):}} -{$-0.615$}{\rm $c_{\varphi W}$} -{$-0.427$}{\rm $c_{qq}^{1,8}$} -{$-0.366$}{\rm $c_{qt}^{8}$} -{$+0.252$}{\rm $c_{c \varphi}$} -{$-0.246$}{\rm $c_{ut}^{8}$} -{$+0.219$}{\rm $c_{\varphi B}$} -{$-0.213$}{\rm $c_{qu}^{8}$} -{$-0.197$}{\rm $c_{\varphi D}$} -{$-0.129$}{\rm $c_{dt}^{8}$} -{$-0.115$}{\rm $c_{qd}^{8}$} -{$-0.071$}{\rm $c_{b \varphi}$} -{$+0.064$}{\rm $c_{qq}^{8,3}$} -{$+0.063$}{\rm $c_{tG}$} -{$+0.056$}{\rm $c_{\varphi WB}$} -{$+0.038$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.026$}{\rm $c_{\varphi t}$} -{$-0.021$}{\rm $c_{t \varphi}$} -{$+0.016$}{\rm $c_{\varphi Q}^{3}$} -{$-0.014$}{\rm $c_{tW}$} -{$+0.013$}{\rm $c_{\varphi \Box}$} - \nonumber \\ \nonumber \\ +{$-0.615$}{\rm $c_{\varphi W}$} +{$-0.427$}{\rm $c_{qq}^{1,8}$} +{$-0.366$}{\rm $c_{qt}^{8}$} +{$+0.252$}{\rm $c_{c \varphi}$} +{$-0.246$}{\rm $c_{ut}^{8}$} +{$+0.219$}{\rm $c_{\varphi B}$} +{$-0.213$}{\rm $c_{qu}^{8}$} +{$-0.197$}{\rm $c_{\varphi D}$} +{$-0.129$}{\rm $c_{dt}^{8}$} +{$-0.115$}{\rm $c_{qd}^{8}$} +{$-0.071$}{\rm $c_{b \varphi}$} +{$+0.064$}{\rm $c_{qq}^{8,3}$} +{$+0.063$}{\rm $c_{tG}$} +{$+0.056$}{\rm $c_{\varphi WB}$} +{$+0.038$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.026$}{\rm $c_{\varphi t}$} +{$-0.021$}{\rm $c_{t \varphi}$} +{$+0.016$}{\rm $c_{\varphi Q}^{3}$} +{$-0.014$}{\rm $c_{tW}$} +{$+0.013$}{\rm $c_{\varphi \Box}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC12} (4.19e+00):}} -{$+0.950$}{\rm $c_{\varphi Q}^{3}$} -{$+0.299$}{\rm $c_{qq}^{1,3}$} -{$+0.064$}{\rm $c_{\varphi D}$} -{$-0.028$}{\rm $c_{\varphi WB}$} -{$-0.024$}{\rm $c_{\varphi W}$} -{$+0.024$}{\rm $c_{qq}^{1,8}$} -{$-0.018$}{\rm $c_{qq}^{8,3}$} -{$-0.016$}{\rm $c_{\varphi \Box}$} -{$+0.014$}{\rm $c_{qt}^{8}$} -{$+0.014$}{\rm $c_{\varphi t}$} -{$-0.013$}{\rm $c_{tW}$} -{$-0.011$}{\rm $c_{\varphi Q}^{(-)}$} - \nonumber \\ \nonumber \\ +{$+0.950$}{\rm $c_{\varphi Q}^{3}$} +{$+0.299$}{\rm $c_{qq}^{1,3}$} +{$+0.064$}{\rm $c_{\varphi D}$} +{$-0.028$}{\rm $c_{\varphi WB}$} +{$-0.024$}{\rm $c_{\varphi W}$} +{$+0.024$}{\rm $c_{qq}^{1,8}$} +{$-0.018$}{\rm $c_{qq}^{8,3}$} +{$-0.016$}{\rm $c_{\varphi \Box}$} +{$+0.014$}{\rm $c_{qt}^{8}$} +{$+0.014$}{\rm $c_{\varphi t}$} +{$-0.013$}{\rm $c_{tW}$} +{$-0.011$}{\rm $c_{\varphi Q}^{(-)}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC13} (2.76e+00):}} -{$+0.836$}{\rm $c_{\varphi D}$} -{$-0.390$}{\rm $c_{\varphi WB}$} -{$-0.286$}{\rm $c_{\varphi W}$} -{$-0.151$}{\rm $c_{\varphi \Box}$} -{$-0.130$}{\rm $c_{\varphi B}$} -{$+0.112$}{\rm $c_{c \varphi}$} -{$-0.070$}{\rm $c_{\varphi Q}^{3}$} -{$+0.055$}{\rm $c_{WWW}$} -{$-0.047$}{\rm $c_{b \varphi}$} -{$+0.044$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.028$}{\rm $c_{t \varphi}$} -{$+0.027$}{\rm $c_{qq}^{8,3}$} -{$-0.022$}{\rm $c_{qq}^{1,3}$} -{$-0.016$}{\rm $c_{\varphi t}$} -{$-0.016$}{\rm $c_{tZ}$} -{$-0.016$}{\rm $c_{qq}^{1,8}$} - \nonumber \\ \nonumber \\ +{$+0.836$}{\rm $c_{\varphi D}$} +{$-0.390$}{\rm $c_{\varphi WB}$} +{$-0.286$}{\rm $c_{\varphi W}$} +{$-0.151$}{\rm $c_{\varphi \Box}$} +{$-0.130$}{\rm $c_{\varphi B}$} +{$+0.112$}{\rm $c_{c \varphi}$} +{$-0.070$}{\rm $c_{\varphi Q}^{3}$} +{$+0.055$}{\rm $c_{WWW}$} +{$-0.047$}{\rm $c_{b \varphi}$} +{$+0.044$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.028$}{\rm $c_{t \varphi}$} +{$+0.027$}{\rm $c_{qq}^{8,3}$} +{$-0.022$}{\rm $c_{qq}^{1,3}$} +{$-0.016$}{\rm $c_{\varphi t}$} +{$-0.016$}{\rm $c_{tZ}$} +{$-0.016$}{\rm $c_{qq}^{1,8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC14} (1.83e+00):}} -{$+0.741$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.483$}{\rm $c_{\varphi t}$} -{$+0.287$}{\rm $c_{ut}^{8}$} -{$+0.221$}{\rm $c_{qu}^{8}$} -{$-0.178$}{\rm $c_{qq}^{1,8}$} -{$+0.156$}{\rm $c_{qq}^{8,3}$} -{$+0.127$}{\rm $c_{dt}^{8}$} -{$+0.068$}{\rm $c_{qd}^{8}$} -{$-0.051$}{\rm $c_{t \varphi}$} -{$+0.047$}{\rm $c_{\varphi \Box}$} -{$-0.047$}{\rm $c_{qt}^{8}$} -{$-0.034$}{\rm $c_{\varphi D}$} -{$+0.026$}{\rm $c_{\varphi Q}^{3}$} -{$+0.017$}{\rm $c_{\varphi WB}$} -{$+0.016$}{\rm $c_{tZ}$} -{$-0.016$}{\rm $c_{WWW}$} -{$-0.016$}{\rm $c_{c \varphi}$} -{$+0.015$}{\rm $c_{\varphi W}$} -{$+0.011$}{\rm $c_{qq}^{1,3}$} - \nonumber \\ \nonumber \\ +{$+0.741$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.483$}{\rm $c_{\varphi t}$} +{$+0.287$}{\rm $c_{ut}^{8}$} +{$+0.221$}{\rm $c_{qu}^{8}$} +{$-0.178$}{\rm $c_{qq}^{1,8}$} +{$+0.156$}{\rm $c_{qq}^{8,3}$} +{$+0.127$}{\rm $c_{dt}^{8}$} +{$+0.068$}{\rm $c_{qd}^{8}$} +{$-0.051$}{\rm $c_{t \varphi}$} +{$+0.047$}{\rm $c_{\varphi \Box}$} +{$-0.047$}{\rm $c_{qt}^{8}$} +{$-0.034$}{\rm $c_{\varphi D}$} +{$+0.026$}{\rm $c_{\varphi Q}^{3}$} +{$+0.017$}{\rm $c_{\varphi WB}$} +{$+0.016$}{\rm $c_{tZ}$} +{$-0.016$}{\rm $c_{WWW}$} +{$-0.016$}{\rm $c_{c \varphi}$} +{$+0.015$}{\rm $c_{\varphi W}$} +{$+0.011$}{\rm $c_{qq}^{1,3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC15} (6.57e-01):}} -{$-0.835$}{\rm $c_{\varphi \Box}$} -{$+0.402$}{\rm $c_{t \varphi}$} -{$+0.258$}{\rm $c_{qq}^{8,3}$} -{$+0.131$}{\rm $c_{qu}^{8}$} -{$-0.108$}{\rm $c_{\varphi D}$} -{$-0.105$}{\rm $c_{qq}^{1,8}$} -{$+0.088$}{\rm $c_{qd}^{8}$} -{$+0.072$}{\rm $c_{ut}^{8}$} -{$-0.064$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.057$}{\rm $c_{dt}^{8}$} -{$+0.051$}{\rm $c_{c \varphi}$} -{$+0.050$}{\rm $c_{\varphi W}$} -{$-0.048$}{\rm $c_{WWW}$} -{$+0.048$}{\rm $c_{\varphi WB}$} -{$+0.044$}{\rm $c_{\varphi t}$} -{$-0.041$}{\rm $c_{qt}^{8}$} -{$+0.016$}{\rm $c_{tG}$} -{$+0.014$}{\rm $c_{\varphi B}$} -{$+0.011$}{\rm $c_{tt}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.835$}{\rm $c_{\varphi \Box}$} +{$+0.402$}{\rm $c_{t \varphi}$} +{$+0.258$}{\rm $c_{qq}^{8,3}$} +{$+0.131$}{\rm $c_{qu}^{8}$} +{$-0.108$}{\rm $c_{\varphi D}$} +{$-0.105$}{\rm $c_{qq}^{1,8}$} +{$+0.088$}{\rm $c_{qd}^{8}$} +{$+0.072$}{\rm $c_{ut}^{8}$} +{$-0.064$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.057$}{\rm $c_{dt}^{8}$} +{$+0.051$}{\rm $c_{c \varphi}$} +{$+0.050$}{\rm $c_{\varphi W}$} +{$-0.048$}{\rm $c_{WWW}$} +{$+0.048$}{\rm $c_{\varphi WB}$} +{$+0.044$}{\rm $c_{\varphi t}$} +{$-0.041$}{\rm $c_{qt}^{8}$} +{$+0.016$}{\rm $c_{tG}$} +{$+0.014$}{\rm $c_{\varphi B}$} +{$+0.011$}{\rm $c_{tt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC16} (6.30e-01):}} -{$-0.679$}{\rm $c_{qq}^{8,3}$} -{$-0.356$}{\rm $c_{qu}^{8}$} -{$+0.318$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.267$}{\rm $c_{\varphi \Box}$} -{$+0.236$}{\rm $c_{qq}^{1,8}$} -{$+0.223$}{\rm $c_{t \varphi}$} -{$-0.202$}{\rm $c_{\varphi t}$} -{$-0.195$}{\rm $c_{qd}^{8}$} -{$-0.181$}{\rm $c_{ut}^{8}$} -{$-0.106$}{\rm $c_{dt}^{8}$} -{$+0.084$}{\rm $c_{qt}^{8}$} -{$+0.049$}{\rm $c_{WWW}$} -{$-0.028$}{\rm $c_{\varphi D}$} -{$+0.022$}{\rm $c_{c \varphi}$} -{$+0.019$}{\rm $c_{tG}$} -{$-0.016$}{\rm $c_{\varphi Q}^{3}$} -{$+0.012$}{\rm $c_{\varphi WB}$} - \nonumber \\ \nonumber \\ +{$-0.679$}{\rm $c_{qq}^{8,3}$} +{$-0.356$}{\rm $c_{qu}^{8}$} +{$+0.318$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.267$}{\rm $c_{\varphi \Box}$} +{$+0.236$}{\rm $c_{qq}^{1,8}$} +{$+0.223$}{\rm $c_{t \varphi}$} +{$-0.202$}{\rm $c_{\varphi t}$} +{$-0.195$}{\rm $c_{qd}^{8}$} +{$-0.181$}{\rm $c_{ut}^{8}$} +{$-0.106$}{\rm $c_{dt}^{8}$} +{$+0.084$}{\rm $c_{qt}^{8}$} +{$+0.049$}{\rm $c_{WWW}$} +{$-0.028$}{\rm $c_{\varphi D}$} +{$+0.022$}{\rm $c_{c \varphi}$} +{$+0.019$}{\rm $c_{tG}$} +{$-0.016$}{\rm $c_{\varphi Q}^{3}$} +{$+0.012$}{\rm $c_{\varphi WB}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC17} (3.77e-01):}} -{$-0.729$}{\rm $c_{WWW}$} -{$+0.377$}{\rm $c_{qq}^{8,3}$} -{$-0.297$}{\rm $c_{ut}^{8}$} -{$+0.293$}{\rm $c_{qt}^{8}$} -{$-0.231$}{\rm $c_{qu}^{8}$} -{$+0.181$}{\rm $c_{qq}^{1,8}$} -{$-0.153$}{\rm $c_{dt}^{8}$} -{$+0.139$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.120$}{\rm $c_{qd}^{8}$} -{$-0.073$}{\rm $c_{\varphi t}$} -{$-0.045$}{\rm $c_{t \varphi}$} -{$+0.025$}{\rm $c_{\varphi D}$} -{$-0.012$}{\rm $c_{\varphi WB}$} -{$+0.012$}{\rm $c_{tt}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.729$}{\rm $c_{WWW}$} +{$+0.377$}{\rm $c_{qq}^{8,3}$} +{$-0.297$}{\rm $c_{ut}^{8}$} +{$+0.293$}{\rm $c_{qt}^{8}$} +{$-0.231$}{\rm $c_{qu}^{8}$} +{$+0.181$}{\rm $c_{qq}^{1,8}$} +{$-0.153$}{\rm $c_{dt}^{8}$} +{$+0.139$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.120$}{\rm $c_{qd}^{8}$} +{$-0.073$}{\rm $c_{\varphi t}$} +{$-0.045$}{\rm $c_{t \varphi}$} +{$+0.025$}{\rm $c_{\varphi D}$} +{$-0.012$}{\rm $c_{\varphi WB}$} +{$+0.012$}{\rm $c_{tt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC18} (3.68e-01):}} -{$+0.678$}{\rm $c_{WWW}$} -{$+0.472$}{\rm $c_{qq}^{8,3}$} -{$+0.308$}{\rm $c_{qt}^{8}$} -{$-0.291$}{\rm $c_{ut}^{8}$} -{$-0.208$}{\rm $c_{qu}^{8}$} -{$+0.168$}{\rm $c_{qq}^{1,8}$} -{$-0.152$}{\rm $c_{dt}^{8}$} -{$+0.124$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.112$}{\rm $c_{qd}^{8}$} -{$-0.087$}{\rm $c_{\varphi t}$} -{$-0.061$}{\rm $c_{t \varphi}$} -{$-0.047$}{\rm $c_{\varphi D}$} -{$-0.044$}{\rm $c_{\varphi \Box}$} -{$+0.023$}{\rm $c_{\varphi WB}$} -{$+0.023$}{\rm $c_{\varphi W}$} - \nonumber \\ \nonumber \\ +{$+0.678$}{\rm $c_{WWW}$} +{$+0.472$}{\rm $c_{qq}^{8,3}$} +{$+0.308$}{\rm $c_{qt}^{8}$} +{$-0.291$}{\rm $c_{ut}^{8}$} +{$-0.208$}{\rm $c_{qu}^{8}$} +{$+0.168$}{\rm $c_{qq}^{1,8}$} +{$-0.152$}{\rm $c_{dt}^{8}$} +{$+0.124$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.112$}{\rm $c_{qd}^{8}$} +{$-0.087$}{\rm $c_{\varphi t}$} +{$-0.061$}{\rm $c_{t \varphi}$} +{$-0.047$}{\rm $c_{\varphi D}$} +{$-0.044$}{\rm $c_{\varphi \Box}$} +{$+0.023$}{\rm $c_{\varphi WB}$} +{$+0.023$}{\rm $c_{\varphi W}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC19} (1.94e-01):}} -{$-0.882$}{\rm $c_{t \varphi}$} -{$-0.444$}{\rm $c_{\varphi \Box}$} -{$-0.116$}{\rm $c_{qq}^{8,3}$} -{$-0.073$}{\rm $c_{\varphi D}$} -{$+0.049$}{\rm $c_{\varphi W}$} -{$-0.037$}{\rm $c_{tZ}$} -{$+0.033$}{\rm $c_{\varphi WB}$} -{$-0.026$}{\rm $c_{qt}^{8}$} -{$-0.020$}{\rm $c_{WWW}$} -{$-0.015$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.014$}{\rm $c_{ut}^{8}$} -{$-0.012$}{\rm $c_{qu}^{8}$} -{$-0.011$}{\rm $c_{qd}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.882$}{\rm $c_{t \varphi}$} +{$-0.444$}{\rm $c_{\varphi \Box}$} +{$-0.116$}{\rm $c_{qq}^{8,3}$} +{$-0.073$}{\rm $c_{\varphi D}$} +{$+0.049$}{\rm $c_{\varphi W}$} +{$-0.037$}{\rm $c_{tZ}$} +{$+0.033$}{\rm $c_{\varphi WB}$} +{$-0.026$}{\rm $c_{qt}^{8}$} +{$-0.020$}{\rm $c_{WWW}$} +{$-0.015$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.014$}{\rm $c_{ut}^{8}$} +{$-0.012$}{\rm $c_{qu}^{8}$} +{$-0.011$}{\rm $c_{qd}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC20} (6.12e-02):}} -{$-0.737$}{\rm $c_{tt}^{1}$} -{$-0.423$}{\rm $c_{Qt}^{8}$} -{$-0.362$}{\rm $c_{QQ}^{1}$} -{$+0.216$}{\rm $c_{qq}^{1,1}$} -{$+0.177$}{\rm $c_{qt}^{1}$} -{$+0.143$}{\rm $c_{ut}^{1}$} -{$-0.129$}{\rm $c_{QQ}^{8}$} -{$+0.112$}{\rm $c_{qu}^{1}$} -{$+0.072$}{\rm $c_{dt}^{1}$} -{$+0.063$}{\rm $c_{qd}^{1}$} -{$+0.059$}{\rm $c_{qd}^{8}$} -{$+0.048$}{\rm $c_{dt}^{8}$} -{$+0.036$}{\rm $c_{\varphi t}$} -{$-0.036$}{\rm $c_{ut}^{8}$} -{$+0.034$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.025$}{\rm $c_{qu}^{8}$} -{$+0.018$}{\rm $c_{tZ}$} -{$-0.013$}{\rm $c_{\varphi \Box}$} -{$+0.012$}{\rm $c_{qq}^{8,3}$} - \nonumber \\ \nonumber \\ +{$-0.737$}{\rm $c_{tt}^{1}$} +{$-0.423$}{\rm $c_{Qt}^{8}$} +{$-0.362$}{\rm $c_{QQ}^{1}$} +{$+0.216$}{\rm $c_{qq}^{1,1}$} +{$+0.177$}{\rm $c_{qt}^{1}$} +{$+0.143$}{\rm $c_{ut}^{1}$} +{$-0.129$}{\rm $c_{QQ}^{8}$} +{$+0.112$}{\rm $c_{qu}^{1}$} +{$+0.072$}{\rm $c_{dt}^{1}$} +{$+0.063$}{\rm $c_{qd}^{1}$} +{$+0.059$}{\rm $c_{qd}^{8}$} +{$+0.048$}{\rm $c_{dt}^{8}$} +{$+0.036$}{\rm $c_{\varphi t}$} +{$-0.036$}{\rm $c_{ut}^{8}$} +{$+0.034$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.025$}{\rm $c_{qu}^{8}$} +{$+0.018$}{\rm $c_{tZ}$} +{$-0.013$}{\rm $c_{\varphi \Box}$} +{$+0.012$}{\rm $c_{qq}^{8,3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC21} (2.60e-02):}} -{$-0.571$}{\rm $c_{qd}^{8}$} -{$-0.536$}{\rm $c_{dt}^{8}$} -{$+0.380$}{\rm $c_{qu}^{8}$} -{$+0.362$}{\rm $c_{\varphi t}$} -{$+0.198$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.197$}{\rm $c_{ut}^{8}$} -{$+0.150$}{\rm $c_{tZ}$} -{$+0.062$}{\rm $c_{qq}^{1,8}$} -{$-0.058$}{\rm $c_{qt}^{8}$} -{$-0.044$}{\rm $c_{tt}^{1}$} -{$-0.022$}{\rm $c_{QQ}^{1}$} -{$+0.018$}{\rm $c_{qt}^{1}$} -{$-0.018$}{\rm $c_{\varphi \Box}$} -{$-0.015$}{\rm $c_{Qt}^{8}$} -{$+0.012$}{\rm $c_{qu}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.571$}{\rm $c_{qd}^{8}$} +{$-0.536$}{\rm $c_{dt}^{8}$} +{$+0.380$}{\rm $c_{qu}^{8}$} +{$+0.362$}{\rm $c_{\varphi t}$} +{$+0.198$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.197$}{\rm $c_{ut}^{8}$} +{$+0.150$}{\rm $c_{tZ}$} +{$+0.062$}{\rm $c_{qq}^{1,8}$} +{$-0.058$}{\rm $c_{qt}^{8}$} +{$-0.044$}{\rm $c_{tt}^{1}$} +{$-0.022$}{\rm $c_{QQ}^{1}$} +{$+0.018$}{\rm $c_{qt}^{1}$} +{$-0.018$}{\rm $c_{\varphi \Box}$} +{$-0.015$}{\rm $c_{Qt}^{8}$} +{$+0.012$}{\rm $c_{qu}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC22} (2.35e-02):}} -{$-0.674$}{\rm $c_{\varphi t}$} -{$-0.479$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.354$}{\rm $c_{qd}^{8}$} -{$-0.271$}{\rm $c_{tZ}$} -{$+0.216$}{\rm $c_{ut}^{8}$} -{$-0.211$}{\rm $c_{dt}^{8}$} -{$+0.082$}{\rm $c_{qt}^{8}$} -{$-0.072$}{\rm $c_{tt}^{1}$} -{$-0.070$}{\rm $c_{qq}^{1,8}$} -{$+0.066$}{\rm $c_{qu}^{8}$} -{$-0.035$}{\rm $c_{QQ}^{1}$} -{$+0.030$}{\rm $c_{qt}^{1}$} -{$-0.024$}{\rm $c_{Qt}^{8}$} -{$+0.024$}{\rm $c_{t \varphi}$} -{$+0.019$}{\rm $c_{qu}^{1}$} -{$-0.015$}{\rm $c_{\varphi B}$} -{$-0.014$}{\rm $c_{WWW}$} -{$+0.011$}{\rm $c_{qd}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.674$}{\rm $c_{\varphi t}$} +{$-0.479$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.354$}{\rm $c_{qd}^{8}$} +{$-0.271$}{\rm $c_{tZ}$} +{$+0.216$}{\rm $c_{ut}^{8}$} +{$-0.211$}{\rm $c_{dt}^{8}$} +{$+0.082$}{\rm $c_{qt}^{8}$} +{$-0.072$}{\rm $c_{tt}^{1}$} +{$-0.070$}{\rm $c_{qq}^{1,8}$} +{$+0.066$}{\rm $c_{qu}^{8}$} +{$-0.035$}{\rm $c_{QQ}^{1}$} +{$+0.030$}{\rm $c_{qt}^{1}$} +{$-0.024$}{\rm $c_{Qt}^{8}$} +{$+0.024$}{\rm $c_{t \varphi}$} +{$+0.019$}{\rm $c_{qu}^{1}$} +{$-0.015$}{\rm $c_{\varphi B}$} +{$-0.014$}{\rm $c_{WWW}$} +{$+0.011$}{\rm $c_{qd}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC23} (7.57e-03):}} -{$+0.566$}{\rm $c_{ut}^{8}$} -{$-0.533$}{\rm $c_{qu}^{8}$} -{$+0.413$}{\rm $c_{qt}^{8}$} -{$-0.404$}{\rm $c_{qq}^{1,8}$} -{$+0.232$}{\rm $c_{\varphi t}$} -{$-0.083$}{\rm $c_{qd}^{8}$} -{$+0.036$}{\rm $c_{tZ}$} -{$+0.025$}{\rm $c_{\varphi Q}^{(-)}$} - \nonumber \\ \nonumber \\ +{$+0.566$}{\rm $c_{ut}^{8}$} +{$-0.533$}{\rm $c_{qu}^{8}$} +{$+0.413$}{\rm $c_{qt}^{8}$} +{$-0.404$}{\rm $c_{qq}^{1,8}$} +{$+0.232$}{\rm $c_{\varphi t}$} +{$-0.083$}{\rm $c_{qd}^{8}$} +{$+0.036$}{\rm $c_{tZ}$} +{$+0.025$}{\rm $c_{\varphi Q}^{(-)}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC24} (3.54e-03):}} -{$-0.482$}{\rm $c_{QQ}^{8}$} -{$-0.462$}{\rm $c_{qt}^{1}$} -{$-0.401$}{\rm $c_{Qt}^{8}$} -{$+0.344$}{\rm $c_{qq}^{1,1}$} -{$-0.296$}{\rm $c_{qu}^{1}$} -{$+0.239$}{\rm $c_{tt}^{1}$} -{$+0.213$}{\rm $c_{ut}^{1}$} -{$-0.173$}{\rm $c_{qd}^{1}$} -{$+0.129$}{\rm $c_{dt}^{1}$} -{$+0.111$}{\rm $c_{QQ}^{1}$} -{$-0.104$}{\rm $c_{qd}^{8}$} -{$+0.080$}{\rm $c_{dt}^{8}$} -{$-0.075$}{\rm $c_{Qt}^{1}$} -{$+0.038$}{\rm $c_{tZ}$} -{$+0.025$}{\rm $c_{qu}^{8}$} -{$-0.019$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.017$}{\rm $c_{\varphi t}$} -{$-0.013$}{\rm $c_{ut}^{8}$} -{$+0.013$}{\rm $c_{qt}^{8}$} -{$-0.013$}{\rm $c_{qq}^{1,8}$} - \nonumber \\ \nonumber \\ +{$-0.482$}{\rm $c_{QQ}^{8}$} +{$-0.462$}{\rm $c_{qt}^{1}$} +{$-0.401$}{\rm $c_{Qt}^{8}$} +{$+0.344$}{\rm $c_{qq}^{1,1}$} +{$-0.296$}{\rm $c_{qu}^{1}$} +{$+0.239$}{\rm $c_{tt}^{1}$} +{$+0.213$}{\rm $c_{ut}^{1}$} +{$-0.173$}{\rm $c_{qd}^{1}$} +{$+0.129$}{\rm $c_{dt}^{1}$} +{$+0.111$}{\rm $c_{QQ}^{1}$} +{$-0.104$}{\rm $c_{qd}^{8}$} +{$+0.080$}{\rm $c_{dt}^{8}$} +{$-0.075$}{\rm $c_{Qt}^{1}$} +{$+0.038$}{\rm $c_{tZ}$} +{$+0.025$}{\rm $c_{qu}^{8}$} +{$-0.019$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.017$}{\rm $c_{\varphi t}$} +{$-0.013$}{\rm $c_{ut}^{8}$} +{$+0.013$}{\rm $c_{qt}^{8}$} +{$-0.013$}{\rm $c_{qq}^{1,8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC25} (2.61e-03):}} -{$-0.707$}{\rm $c_{dt}^{8}$} -{$+0.615$}{\rm $c_{qd}^{8}$} -{$+0.177$}{\rm $c_{tZ}$} -{$+0.168$}{\rm $c_{ut}^{8}$} -{$-0.130$}{\rm $c_{\varphi t}$} -{$-0.110$}{\rm $c_{qu}^{8}$} -{$-0.095$}{\rm $c_{qt}^{8}$} -{$+0.090$}{\rm $c_{qq}^{1,8}$} -{$-0.059$}{\rm $c_{QQ}^{8}$} -{$-0.055$}{\rm $c_{qt}^{1}$} -{$-0.050$}{\rm $c_{Qt}^{8}$} -{$+0.042$}{\rm $c_{qq}^{1,1}$} -{$-0.037$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.035$}{\rm $c_{qu}^{1}$} -{$+0.026$}{\rm $c_{tt}^{1}$} -{$+0.026$}{\rm $c_{ut}^{1}$} -{$-0.021$}{\rm $c_{qd}^{1}$} -{$+0.016$}{\rm $c_{dt}^{1}$} -{$+0.012$}{\rm $c_{QQ}^{1}$} -{$-0.011$}{\rm $c_{qq}^{8,3}$} - \nonumber \\ \nonumber \\ +{$-0.707$}{\rm $c_{dt}^{8}$} +{$+0.615$}{\rm $c_{qd}^{8}$} +{$+0.177$}{\rm $c_{tZ}$} +{$+0.168$}{\rm $c_{ut}^{8}$} +{$-0.130$}{\rm $c_{\varphi t}$} +{$-0.110$}{\rm $c_{qu}^{8}$} +{$-0.095$}{\rm $c_{qt}^{8}$} +{$+0.090$}{\rm $c_{qq}^{1,8}$} +{$-0.059$}{\rm $c_{QQ}^{8}$} +{$-0.055$}{\rm $c_{qt}^{1}$} +{$-0.050$}{\rm $c_{Qt}^{8}$} +{$+0.042$}{\rm $c_{qq}^{1,1}$} +{$-0.037$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.035$}{\rm $c_{qu}^{1}$} +{$+0.026$}{\rm $c_{tt}^{1}$} +{$+0.026$}{\rm $c_{ut}^{1}$} +{$-0.021$}{\rm $c_{qd}^{1}$} +{$+0.016$}{\rm $c_{dt}^{1}$} +{$+0.012$}{\rm $c_{QQ}^{1}$} +{$-0.011$}{\rm $c_{qq}^{8,3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC26} (2.10e-03):}} -{$-0.930$}{\rm $c_{tZ}$} -{$+0.229$}{\rm $c_{\varphi t}$} -{$+0.182$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.155$}{\rm $c_{dt}^{8}$} -{$+0.121$}{\rm $c_{qd}^{8}$} -{$-0.041$}{\rm $c_{\varphi B}$} -{$-0.034$}{\rm $c_{QQ}^{8}$} -{$-0.033$}{\rm $c_{qt}^{8}$} -{$-0.032$}{\rm $c_{qt}^{1}$} -{$+0.030$}{\rm $c_{qq}^{1,8}$} -{$+0.030$}{\rm $c_{t \varphi}$} -{$-0.029$}{\rm $c_{Qt}^{8}$} -{$+0.025$}{\rm $c_{qq}^{1,1}$} -{$-0.024$}{\rm $c_{\varphi D}$} -{$+0.022$}{\rm $c_{ut}^{8}$} -{$-0.020$}{\rm $c_{qu}^{1}$} -{$+0.016$}{\rm $c_{\varphi \Box}$} -{$+0.015$}{\rm $c_{ut}^{1}$} -{$+0.014$}{\rm $c_{tt}^{1}$} -{$-0.012$}{\rm $c_{qd}^{1}$} -{$-0.011$}{\rm $c_{\varphi W}$} -{$+0.011$}{\rm $c_{\varphi WB}$} - \nonumber \\ \nonumber \\ +{$-0.930$}{\rm $c_{tZ}$} +{$+0.229$}{\rm $c_{\varphi t}$} +{$+0.182$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.155$}{\rm $c_{dt}^{8}$} +{$+0.121$}{\rm $c_{qd}^{8}$} +{$-0.041$}{\rm $c_{\varphi B}$} +{$-0.034$}{\rm $c_{QQ}^{8}$} +{$-0.033$}{\rm $c_{qt}^{8}$} +{$-0.032$}{\rm $c_{qt}^{1}$} +{$+0.030$}{\rm $c_{qq}^{1,8}$} +{$+0.030$}{\rm $c_{t \varphi}$} +{$-0.029$}{\rm $c_{Qt}^{8}$} +{$+0.025$}{\rm $c_{qq}^{1,1}$} +{$-0.024$}{\rm $c_{\varphi D}$} +{$+0.022$}{\rm $c_{ut}^{8}$} +{$-0.020$}{\rm $c_{qu}^{1}$} +{$+0.016$}{\rm $c_{\varphi \Box}$} +{$+0.015$}{\rm $c_{ut}^{1}$} +{$+0.014$}{\rm $c_{tt}^{1}$} +{$-0.012$}{\rm $c_{qd}^{1}$} +{$-0.011$}{\rm $c_{\varphi W}$} +{$+0.011$}{\rm $c_{\varphi WB}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC27} (1.06e-10):}} -{$+0.912$}{\rm $c_{qq}^{1,1}$} -{$+0.255$}{\rm $c_{Qt}^{8}$} -{$+0.215$}{\rm $c_{QQ}^{8}$} -{$+0.135$}{\rm $c_{qt}^{1}$} -{$-0.116$}{\rm $c_{ut}^{1}$} -{$+0.087$}{\rm $c_{qu}^{1}$} -{$+0.084$}{\rm $c_{tt}^{1}$} -{$-0.067$}{\rm $c_{dt}^{1}$} -{$+0.051$}{\rm $c_{qd}^{1}$} -{$+0.044$}{\rm $c_{QQ}^{1}$} -{$+0.028$}{\rm $c_{Qt}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.912$}{\rm $c_{qq}^{1,1}$} +{$+0.255$}{\rm $c_{Qt}^{8}$} +{$+0.215$}{\rm $c_{QQ}^{8}$} +{$+0.135$}{\rm $c_{qt}^{1}$} +{$-0.116$}{\rm $c_{ut}^{1}$} +{$+0.087$}{\rm $c_{qu}^{1}$} +{$+0.084$}{\rm $c_{tt}^{1}$} +{$-0.067$}{\rm $c_{dt}^{1}$} +{$+0.051$}{\rm $c_{qd}^{1}$} +{$+0.044$}{\rm $c_{QQ}^{1}$} +{$+0.028$}{\rm $c_{Qt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC28} (5.27e-11):}} -{$+0.986$}{\rm $c_{dt}^{1}$} -{$+0.107$}{\rm $c_{Qt}^{8}$} -{$+0.097$}{\rm $c_{QQ}^{8}$} -{$-0.049$}{\rm $c_{ut}^{1}$} -{$+0.040$}{\rm $c_{qu}^{1}$} -{$+0.033$}{\rm $c_{qt}^{1}$} -{$+0.031$}{\rm $c_{qd}^{1}$} -{$+0.020$}{\rm $c_{tt}^{1}$} -{$+0.013$}{\rm $c_{Qt}^{1}$} -{$+0.011$}{\rm $c_{QQ}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.986$}{\rm $c_{dt}^{1}$} +{$+0.107$}{\rm $c_{Qt}^{8}$} +{$+0.097$}{\rm $c_{QQ}^{8}$} +{$-0.049$}{\rm $c_{ut}^{1}$} +{$+0.040$}{\rm $c_{qu}^{1}$} +{$+0.033$}{\rm $c_{qt}^{1}$} +{$+0.031$}{\rm $c_{qd}^{1}$} +{$+0.020$}{\rm $c_{tt}^{1}$} +{$+0.013$}{\rm $c_{Qt}^{1}$} +{$+0.011$}{\rm $c_{QQ}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC29} (5.27e-11):}} -{$-0.843$}{\rm $c_{qt}^{1}$} -{$-0.297$}{\rm $c_{tt}^{1}$} -{$+0.297$}{\rm $c_{QQ}^{8}$} -{$+0.189$}{\rm $c_{Qt}^{8}$} -{$+0.184$}{\rm $c_{qu}^{1}$} -{$-0.143$}{\rm $c_{QQ}^{1}$} -{$-0.136$}{\rm $c_{ut}^{1}$} -{$+0.052$}{\rm $c_{Qt}^{1}$} -{$-0.040$}{\rm $c_{qd}^{1}$} -{$-0.028$}{\rm $c_{dt}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.843$}{\rm $c_{qt}^{1}$} +{$-0.297$}{\rm $c_{tt}^{1}$} +{$+0.297$}{\rm $c_{QQ}^{8}$} +{$+0.189$}{\rm $c_{Qt}^{8}$} +{$+0.184$}{\rm $c_{qu}^{1}$} +{$-0.143$}{\rm $c_{QQ}^{1}$} +{$-0.136$}{\rm $c_{ut}^{1}$} +{$+0.052$}{\rm $c_{Qt}^{1}$} +{$-0.040$}{\rm $c_{qd}^{1}$} +{$-0.028$}{\rm $c_{dt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC30} (5.27e-11):}} -{$-0.969$}{\rm $c_{qd}^{1}$} -{$+0.193$}{\rm $c_{qu}^{1}$} -{$+0.132$}{\rm $c_{qt}^{1}$} -{$+0.050$}{\rm $c_{QQ}^{8}$} -{$-0.040$}{\rm $c_{tt}^{1}$} -{$+0.037$}{\rm $c_{Qt}^{8}$} -{$-0.022$}{\rm $c_{QQ}^{1}$} -{$+0.010$}{\rm $c_{dt}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.969$}{\rm $c_{qd}^{1}$} +{$+0.193$}{\rm $c_{qu}^{1}$} +{$+0.132$}{\rm $c_{qt}^{1}$} +{$+0.050$}{\rm $c_{QQ}^{8}$} +{$-0.040$}{\rm $c_{tt}^{1}$} +{$+0.037$}{\rm $c_{Qt}^{8}$} +{$-0.022$}{\rm $c_{QQ}^{1}$} +{$+0.010$}{\rm $c_{dt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC31} (5.27e-11):}} -{$+0.892$}{\rm $c_{qu}^{1}$} -{$-0.282$}{\rm $c_{QQ}^{8}$} -{$+0.235$}{\rm $c_{tt}^{1}$} -{$-0.187$}{\rm $c_{Qt}^{8}$} -{$+0.137$}{\rm $c_{qd}^{1}$} -{$+0.094$}{\rm $c_{QQ}^{1}$} -{$-0.063$}{\rm $c_{ut}^{1}$} -{$-0.044$}{\rm $c_{qt}^{1}$} -{$-0.040$}{\rm $c_{Qt}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.892$}{\rm $c_{qu}^{1}$} +{$-0.282$}{\rm $c_{QQ}^{8}$} +{$+0.235$}{\rm $c_{tt}^{1}$} +{$-0.187$}{\rm $c_{Qt}^{8}$} +{$+0.137$}{\rm $c_{qd}^{1}$} +{$+0.094$}{\rm $c_{QQ}^{1}$} +{$-0.063$}{\rm $c_{ut}^{1}$} +{$-0.044$}{\rm $c_{qt}^{1}$} +{$-0.040$}{\rm $c_{Qt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC32} (5.27e-11):}} -{$+0.923$}{\rm $c_{ut}^{1}$} -{$+0.273$}{\rm $c_{Qt}^{8}$} -{$-0.159$}{\rm $c_{QQ}^{1}$} -{$+0.141$}{\rm $c_{qu}^{1}$} -{$+0.107$}{\rm $c_{QQ}^{8}$} -{$+0.100$}{\rm $c_{tt}^{1}$} -{$+0.059$}{\rm $c_{Qt}^{1}$} -{$+0.043$}{\rm $c_{qd}^{1}$} -{$-0.026$}{\rm $c_{qt}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.923$}{\rm $c_{ut}^{1}$} +{$+0.273$}{\rm $c_{Qt}^{8}$} +{$-0.159$}{\rm $c_{QQ}^{1}$} +{$+0.141$}{\rm $c_{qu}^{1}$} +{$+0.107$}{\rm $c_{QQ}^{8}$} +{$+0.100$}{\rm $c_{tt}^{1}$} +{$+0.059$}{\rm $c_{Qt}^{1}$} +{$+0.043$}{\rm $c_{qd}^{1}$} +{$-0.026$}{\rm $c_{qt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC33} (5.27e-11):}} -{$+0.799$}{\rm $c_{QQ}^{1}$} -{$+0.383$}{\rm $c_{QQ}^{8}$} -{$-0.281$}{\rm $c_{Qt}^{8}$} -{$-0.253$}{\rm $c_{tt}^{1}$} -{$+0.206$}{\rm $c_{ut}^{1}$} -{$-0.166$}{\rm $c_{Qt}^{1}$} -{$+0.050$}{\rm $c_{qu}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.799$}{\rm $c_{QQ}^{1}$} +{$+0.383$}{\rm $c_{QQ}^{8}$} +{$-0.281$}{\rm $c_{Qt}^{8}$} +{$-0.253$}{\rm $c_{tt}^{1}$} +{$+0.206$}{\rm $c_{ut}^{1}$} +{$-0.166$}{\rm $c_{Qt}^{1}$} +{$+0.050$}{\rm $c_{qu}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC34} (5.27e-11):}} -{$-0.847$}{\rm $c_{Qt}^{1}$} -{$-0.326$}{\rm $c_{QQ}^{1}$} -{$+0.313$}{\rm $c_{QQ}^{8}$} -{$+0.206$}{\rm $c_{tt}^{1}$} -{$-0.188$}{\rm $c_{Qt}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.847$}{\rm $c_{Qt}^{1}$} +{$-0.326$}{\rm $c_{QQ}^{1}$} +{$+0.313$}{\rm $c_{QQ}^{8}$} +{$+0.206$}{\rm $c_{tt}^{1}$} +{$-0.188$}{\rm $c_{Qt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC35} (5.27e-11):}} -{$-0.564$}{\rm $c_{Qt}^{8}$} -{$+0.515$}{\rm $c_{QQ}^{8}$} -{$+0.490$}{\rm $c_{Qt}^{1}$} -{$+0.351$}{\rm $c_{tt}^{1}$} -{$-0.232$}{\rm $c_{QQ}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.564$}{\rm $c_{Qt}^{8}$} +{$+0.515$}{\rm $c_{QQ}^{8}$} +{$+0.490$}{\rm $c_{Qt}^{1}$} +{$+0.351$}{\rm $c_{tt}^{1}$} +{$-0.232$}{\rm $c_{QQ}^{1}$} + \nonumber \\ \nonumber \\ \end{document} diff --git a/docs/source/_static/LO_NLO_linear/meta/pca_table_NS_GLOBAL_NLO_NHO.tex b/docs/source/_static/LO_NLO_linear/meta/pca_table_NS_GLOBAL_NLO_NHO.tex index 2ec710d1..353c88e6 100644 --- a/docs/source/_static/LO_NLO_linear/meta/pca_table_NS_GLOBAL_NLO_NHO.tex +++ b/docs/source/_static/LO_NLO_linear/meta/pca_table_NS_GLOBAL_NLO_NHO.tex @@ -20,668 +20,668 @@ \begin{document} \noindent \underline{\bf{Principal Components Analysis}:} \rm NS \ NLO\ linear\\ \\ \\ \noindent \textcolor{red}{\underline{\bf{PC00} (5.36e+05):}} -{$-0.655$}{\rm $c_{\varphi B}$} -{$+0.621$}{\rm $c_{\varphi G}$} -{$+0.365$}{\rm $c_{\varphi WB}$} -{$-0.199$}{\rm $c_{\varphi W}$} -{$+0.087$}{\rm $c_{b \varphi}$} -{$-0.039$}{\rm $c_{tW}$} -{$+0.036$}{\rm $c_{tG}$} -{$+0.035$}{\rm $c_{tZ}$} -{$+0.028$}{\rm $c_{c \varphi}$} -{$+0.013$}{\rm $c_{\tau \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.655$}{\rm $c_{\varphi B}$} +{$+0.621$}{\rm $c_{\varphi G}$} +{$+0.365$}{\rm $c_{\varphi WB}$} +{$-0.199$}{\rm $c_{\varphi W}$} +{$+0.087$}{\rm $c_{b \varphi}$} +{$-0.039$}{\rm $c_{tW}$} +{$+0.036$}{\rm $c_{tG}$} +{$+0.035$}{\rm $c_{tZ}$} +{$+0.028$}{\rm $c_{c \varphi}$} +{$+0.013$}{\rm $c_{\tau \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC01} (1.90e+05):}} -{$-0.776$}{\rm $c_{\varphi G}$} -{$-0.531$}{\rm $c_{\varphi B}$} -{$+0.289$}{\rm $c_{\varphi WB}$} -{$-0.162$}{\rm $c_{\varphi W}$} -{$-0.044$}{\rm $c_{b \varphi}$} -{$-0.042$}{\rm $c_{tG}$} -{$-0.032$}{\rm $c_{tW}$} -{$+0.029$}{\rm $c_{tZ}$} -{$-0.014$}{\rm $c_{c \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.776$}{\rm $c_{\varphi G}$} +{$-0.531$}{\rm $c_{\varphi B}$} +{$+0.289$}{\rm $c_{\varphi WB}$} +{$-0.162$}{\rm $c_{\varphi W}$} +{$-0.044$}{\rm $c_{b \varphi}$} +{$-0.042$}{\rm $c_{tG}$} +{$-0.032$}{\rm $c_{tW}$} +{$+0.029$}{\rm $c_{tZ}$} +{$-0.014$}{\rm $c_{c \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC02} (4.44e+03):}} -{$+0.830$}{\rm $c_{\tau \varphi}$} -{$-0.504$}{\rm $c_{b \varphi}$} -{$-0.162$}{\rm $c_{\varphi WB}$} -{$-0.099$}{\rm $c_{\varphi B}$} -{$-0.099$}{\rm $c_{\varphi D}$} -{$-0.096$}{\rm $c_{c \varphi}$} -{$+0.046$}{\rm $c_{\varphi G}$} - \nonumber \\ \nonumber \\ +{$+0.830$}{\rm $c_{\tau \varphi}$} +{$-0.504$}{\rm $c_{b \varphi}$} +{$-0.162$}{\rm $c_{\varphi WB}$} +{$-0.099$}{\rm $c_{\varphi B}$} +{$-0.099$}{\rm $c_{\varphi D}$} +{$-0.096$}{\rm $c_{c \varphi}$} +{$+0.046$}{\rm $c_{\varphi G}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC03} (2.33e+03):}} -{$-0.721$}{\rm $c_{b \varphi}$} -{$-0.556$}{\rm $c_{\tau \varphi}$} -{$-0.279$}{\rm $c_{\varphi WB}$} -{$-0.194$}{\rm $c_{\varphi B}$} -{$-0.186$}{\rm $c_{\varphi D}$} -{$-0.127$}{\rm $c_{c \varphi}$} -{$+0.073$}{\rm $c_{\varphi G}$} -{$-0.014$}{\rm $c_{\varphi W}$} -{$+0.011$}{\rm $c_{tZ}$} -{$-0.010$}{\rm $c_{tW}$} - \nonumber \\ \nonumber \\ +{$-0.721$}{\rm $c_{b \varphi}$} +{$-0.556$}{\rm $c_{\tau \varphi}$} +{$-0.279$}{\rm $c_{\varphi WB}$} +{$-0.194$}{\rm $c_{\varphi B}$} +{$-0.186$}{\rm $c_{\varphi D}$} +{$-0.127$}{\rm $c_{c \varphi}$} +{$+0.073$}{\rm $c_{\varphi G}$} +{$-0.014$}{\rm $c_{\varphi W}$} +{$+0.011$}{\rm $c_{tZ}$} +{$-0.010$}{\rm $c_{tW}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC04} (1.54e+03):}} -{$-0.709$}{\rm $c_{\varphi WB}$} -{$+0.399$}{\rm $c_{b \varphi}$} -{$-0.396$}{\rm $c_{\varphi D}$} -{$-0.357$}{\rm $c_{\varphi B}$} -{$+0.218$}{\rm $c_{c \varphi}$} -{$+0.041$}{\rm $c_{\tau \varphi}$} -{$-0.038$}{\rm $c_{\varphi G}$} -{$-0.030$}{\rm $c_{\varphi W}$} -{$+0.028$}{\rm $c_{tG}$} -{$-0.021$}{\rm $c_{tW}$} -{$+0.019$}{\rm $c_{tZ}$} -{$+0.011$}{\rm $c_{\varphi \Box}$} - \nonumber \\ \nonumber \\ +{$-0.709$}{\rm $c_{\varphi WB}$} +{$+0.399$}{\rm $c_{b \varphi}$} +{$-0.396$}{\rm $c_{\varphi D}$} +{$-0.357$}{\rm $c_{\varphi B}$} +{$+0.218$}{\rm $c_{c \varphi}$} +{$+0.041$}{\rm $c_{\tau \varphi}$} +{$-0.038$}{\rm $c_{\varphi G}$} +{$-0.030$}{\rm $c_{\varphi W}$} +{$+0.028$}{\rm $c_{tG}$} +{$-0.021$}{\rm $c_{tW}$} +{$+0.019$}{\rm $c_{tZ}$} +{$+0.011$}{\rm $c_{\varphi \Box}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC05} (3.22e+02):}} -{$-0.983$}{\rm $c_{tG}$} -{$-0.111$}{\rm $c_{c \varphi}$} -{$-0.071$}{\rm $c_{qq}^{1,8}$} -{$-0.070$}{\rm $c_{qt}^{8}$} -{$+0.054$}{\rm $c_{\varphi G}$} -{$+0.047$}{\rm $c_{b \varphi}$} -{$-0.032$}{\rm $c_{\varphi WB}$} -{$-0.031$}{\rm $c_{ut}^{8}$} -{$-0.029$}{\rm $c_{qu}^{8}$} -{$+0.021$}{\rm $c_{tW}$} -{$-0.020$}{\rm $c_{dt}^{8}$} -{$-0.019$}{\rm $c_{qd}^{8}$} -{$-0.017$}{\rm $c_{\varphi D}$} -{$-0.017$}{\rm $c_{\varphi W}$} -{$-0.015$}{\rm $c_{\varphi B}$} -{$+0.012$}{\rm $c_{\varphi Q}^{(-)}$} - \nonumber \\ \nonumber \\ +{$-0.983$}{\rm $c_{tG}$} +{$-0.111$}{\rm $c_{c \varphi}$} +{$-0.071$}{\rm $c_{qq}^{1,8}$} +{$-0.070$}{\rm $c_{qt}^{8}$} +{$+0.054$}{\rm $c_{\varphi G}$} +{$+0.047$}{\rm $c_{b \varphi}$} +{$-0.032$}{\rm $c_{\varphi WB}$} +{$-0.031$}{\rm $c_{ut}^{8}$} +{$-0.029$}{\rm $c_{qu}^{8}$} +{$+0.021$}{\rm $c_{tW}$} +{$-0.020$}{\rm $c_{dt}^{8}$} +{$-0.019$}{\rm $c_{qd}^{8}$} +{$-0.017$}{\rm $c_{\varphi D}$} +{$-0.017$}{\rm $c_{\varphi W}$} +{$-0.015$}{\rm $c_{\varphi B}$} +{$+0.012$}{\rm $c_{\varphi Q}^{(-)}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC06} (2.79e+02):}} -{$-0.956$}{\rm $c_{qq}^{1,3}$} -{$+0.286$}{\rm $c_{\varphi Q}^{3}$} -{$+0.055$}{\rm $c_{tW}$} -{$+0.028$}{\rm $c_{c \varphi}$} -{$+0.023$}{\rm $c_{qq}^{8,3}$} - \nonumber \\ \nonumber \\ +{$-0.956$}{\rm $c_{qq}^{1,3}$} +{$+0.286$}{\rm $c_{\varphi Q}^{3}$} +{$+0.055$}{\rm $c_{tW}$} +{$+0.028$}{\rm $c_{c \varphi}$} +{$+0.023$}{\rm $c_{qq}^{8,3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC07} (1.72e+02):}} -{$-0.926$}{\rm $c_{c \varphi}$} -{$-0.233$}{\rm $c_{\varphi W}$} -{$+0.226$}{\rm $c_{b \varphi}$} -{$+0.122$}{\rm $c_{tG}$} -{$-0.111$}{\rm $c_{\varphi WB}$} -{$-0.065$}{\rm $c_{\varphi D}$} -{$-0.062$}{\rm $c_{\varphi \Box}$} -{$-0.030$}{\rm $c_{qq}^{1,3}$} -{$+0.023$}{\rm $c_{qq}^{1,8}$} -{$+0.021$}{\rm $c_{tW}$} -{$+0.013$}{\rm $c_{t \varphi}$} -{$-0.013$}{\rm $c_{WWW}$} -{$+0.012$}{\rm $c_{qt}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.926$}{\rm $c_{c \varphi}$} +{$-0.233$}{\rm $c_{\varphi W}$} +{$+0.226$}{\rm $c_{b \varphi}$} +{$+0.122$}{\rm $c_{tG}$} +{$-0.111$}{\rm $c_{\varphi WB}$} +{$-0.065$}{\rm $c_{\varphi D}$} +{$-0.062$}{\rm $c_{\varphi \Box}$} +{$-0.030$}{\rm $c_{qq}^{1,3}$} +{$+0.023$}{\rm $c_{qq}^{1,8}$} +{$+0.021$}{\rm $c_{tW}$} +{$+0.013$}{\rm $c_{t \varphi}$} +{$-0.013$}{\rm $c_{WWW}$} +{$+0.012$}{\rm $c_{qt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC08} (8.30e+01):}} -{$-0.996$}{\rm $c_{tW}$} -{$-0.061$}{\rm $c_{qq}^{1,3}$} -{$+0.052$}{\rm $c_{\varphi B}$} -{$+0.023$}{\rm $c_{qq}^{1,8}$} -{$-0.023$}{\rm $c_{c \varphi}$} -{$-0.022$}{\rm $c_{tG}$} -{$+0.013$}{\rm $c_{ut}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.996$}{\rm $c_{tW}$} +{$-0.061$}{\rm $c_{qq}^{1,3}$} +{$+0.052$}{\rm $c_{\varphi B}$} +{$+0.023$}{\rm $c_{qq}^{1,8}$} +{$-0.023$}{\rm $c_{c \varphi}$} +{$-0.022$}{\rm $c_{tG}$} +{$+0.013$}{\rm $c_{ut}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC09} (3.29e+01):}} -{$-0.795$}{\rm $c_{qq}^{1,8}$} -{$-0.423$}{\rm $c_{ut}^{8}$} -{$-0.231$}{\rm $c_{qt}^{8}$} -{$-0.201$}{\rm $c_{dt}^{8}$} -{$-0.195$}{\rm $c_{qq}^{1,1}$} -{$-0.127$}{\rm $c_{ut}^{1}$} -{$+0.094$}{\rm $c_{tG}$} -{$-0.085$}{\rm $c_{qq}^{8,3}$} -{$-0.074$}{\rm $c_{dt}^{1}$} -{$+0.069$}{\rm $c_{\varphi W}$} -{$+0.068$}{\rm $c_{qu}^{1}$} -{$+0.043$}{\rm $c_{qu}^{8}$} -{$+0.041$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.035$}{\rm $c_{c \varphi}$} -{$-0.029$}{\rm $c_{tW}$} -{$+0.028$}{\rm $c_{qd}^{1}$} -{$-0.026$}{\rm $c_{\varphi t}$} -{$+0.024$}{\rm $c_{qt}^{1}$} -{$-0.024$}{\rm $c_{\varphi B}$} -{$+0.019$}{\rm $c_{\varphi D}$} - \nonumber \\ \nonumber \\ +{$-0.795$}{\rm $c_{qq}^{1,8}$} +{$-0.423$}{\rm $c_{ut}^{8}$} +{$-0.231$}{\rm $c_{qt}^{8}$} +{$-0.201$}{\rm $c_{dt}^{8}$} +{$-0.195$}{\rm $c_{qq}^{1,1}$} +{$-0.127$}{\rm $c_{ut}^{1}$} +{$+0.094$}{\rm $c_{tG}$} +{$-0.085$}{\rm $c_{qq}^{8,3}$} +{$-0.074$}{\rm $c_{dt}^{1}$} +{$+0.069$}{\rm $c_{\varphi W}$} +{$+0.068$}{\rm $c_{qu}^{1}$} +{$+0.043$}{\rm $c_{qu}^{8}$} +{$+0.041$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.035$}{\rm $c_{c \varphi}$} +{$-0.029$}{\rm $c_{tW}$} +{$+0.028$}{\rm $c_{qd}^{1}$} +{$-0.026$}{\rm $c_{\varphi t}$} +{$+0.024$}{\rm $c_{qt}^{1}$} +{$-0.024$}{\rm $c_{\varphi B}$} +{$+0.019$}{\rm $c_{\varphi D}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC10} (2.25e+01):}} -{$+0.880$}{\rm $c_{\varphi W}$} -{$-0.304$}{\rm $c_{\varphi B}$} -{$+0.262$}{\rm $c_{\varphi D}$} -{$-0.217$}{\rm $c_{c \varphi}$} -{$+0.069$}{\rm $c_{qq}^{1,8}$} -{$-0.064$}{\rm $c_{\varphi WB}$} -{$+0.059$}{\rm $c_{b \varphi}$} -{$+0.046$}{\rm $c_{WWW}$} -{$+0.034$}{\rm $c_{qt}^{8}$} -{$+0.029$}{\rm $c_{ut}^{8}$} -{$+0.022$}{\rm $c_{t \varphi}$} -{$-0.014$}{\rm $c_{qu}^{1}$} -{$+0.014$}{\rm $c_{dt}^{8}$} -{$+0.013$}{\rm $c_{qq}^{1,1}$} -{$-0.012$}{\rm $c_{qt}^{1}$} -{$-0.010$}{\rm $c_{\varphi Q}^{3}$} - \nonumber \\ \nonumber \\ +{$+0.880$}{\rm $c_{\varphi W}$} +{$-0.304$}{\rm $c_{\varphi B}$} +{$+0.262$}{\rm $c_{\varphi D}$} +{$-0.217$}{\rm $c_{c \varphi}$} +{$+0.069$}{\rm $c_{qq}^{1,8}$} +{$-0.064$}{\rm $c_{\varphi WB}$} +{$+0.059$}{\rm $c_{b \varphi}$} +{$+0.046$}{\rm $c_{WWW}$} +{$+0.034$}{\rm $c_{qt}^{8}$} +{$+0.029$}{\rm $c_{ut}^{8}$} +{$+0.022$}{\rm $c_{t \varphi}$} +{$-0.014$}{\rm $c_{qu}^{1}$} +{$+0.014$}{\rm $c_{dt}^{8}$} +{$+0.013$}{\rm $c_{qq}^{1,1}$} +{$-0.012$}{\rm $c_{qt}^{1}$} +{$-0.010$}{\rm $c_{\varphi Q}^{3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC11} (1.81e+01):}} -{$+0.731$}{\rm $c_{qt}^{8}$} -{$-0.354$}{\rm $c_{qt}^{1}$} -{$+0.307$}{\rm $c_{qu}^{8}$} -{$-0.286$}{\rm $c_{qu}^{1}$} -{$-0.241$}{\rm $c_{qq}^{8,3}$} -{$-0.175$}{\rm $c_{ut}^{8}$} -{$+0.145$}{\rm $c_{qd}^{8}$} -{$-0.123$}{\rm $c_{qd}^{1}$} -{$-0.110$}{\rm $c_{qq}^{1,1}$} -{$-0.091$}{\rm $c_{ut}^{1}$} -{$-0.070$}{\rm $c_{qq}^{1,8}$} -{$-0.064$}{\rm $c_{dt}^{8}$} -{$-0.057$}{\rm $c_{tG}$} -{$-0.053$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.034$}{\rm $c_{\varphi t}$} -{$-0.032$}{\rm $c_{\varphi Q}^{3}$} -{$-0.022$}{\rm $c_{dt}^{1}$} -{$-0.019$}{\rm $c_{\varphi W}$} -{$-0.013$}{\rm $c_{qq}^{1,3}$} - \nonumber \\ \nonumber \\ +{$+0.731$}{\rm $c_{qt}^{8}$} +{$-0.354$}{\rm $c_{qt}^{1}$} +{$+0.307$}{\rm $c_{qu}^{8}$} +{$-0.286$}{\rm $c_{qu}^{1}$} +{$-0.241$}{\rm $c_{qq}^{8,3}$} +{$-0.175$}{\rm $c_{ut}^{8}$} +{$+0.145$}{\rm $c_{qd}^{8}$} +{$-0.123$}{\rm $c_{qd}^{1}$} +{$-0.110$}{\rm $c_{qq}^{1,1}$} +{$-0.091$}{\rm $c_{ut}^{1}$} +{$-0.070$}{\rm $c_{qq}^{1,8}$} +{$-0.064$}{\rm $c_{dt}^{8}$} +{$-0.057$}{\rm $c_{tG}$} +{$-0.053$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.034$}{\rm $c_{\varphi t}$} +{$-0.032$}{\rm $c_{\varphi Q}^{3}$} +{$-0.022$}{\rm $c_{dt}^{1}$} +{$-0.019$}{\rm $c_{\varphi W}$} +{$-0.013$}{\rm $c_{qq}^{1,3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC12} (7.64e+00):}} -{$-0.948$}{\rm $c_{\varphi Q}^{3}$} -{$-0.285$}{\rm $c_{qq}^{1,3}$} -{$-0.107$}{\rm $c_{qq}^{8,3}$} -{$+0.046$}{\rm $c_{qt}^{1}$} -{$+0.041$}{\rm $c_{qu}^{1}$} -{$-0.030$}{\rm $c_{qt}^{8}$} -{$+0.027$}{\rm $c_{qq}^{1,8}$} -{$+0.024$}{\rm $c_{tW}$} -{$-0.021$}{\rm $c_{\varphi D}$} -{$-0.021$}{\rm $c_{qu}^{8}$} -{$-0.021$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.018$}{\rm $c_{qd}^{1}$} -{$+0.016$}{\rm $c_{WWW}$} - \nonumber \\ \nonumber \\ +{$-0.948$}{\rm $c_{\varphi Q}^{3}$} +{$-0.285$}{\rm $c_{qq}^{1,3}$} +{$-0.107$}{\rm $c_{qq}^{8,3}$} +{$+0.046$}{\rm $c_{qt}^{1}$} +{$+0.041$}{\rm $c_{qu}^{1}$} +{$-0.030$}{\rm $c_{qt}^{8}$} +{$+0.027$}{\rm $c_{qq}^{1,8}$} +{$+0.024$}{\rm $c_{tW}$} +{$-0.021$}{\rm $c_{\varphi D}$} +{$-0.021$}{\rm $c_{qu}^{8}$} +{$-0.021$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.018$}{\rm $c_{qd}^{1}$} +{$+0.016$}{\rm $c_{WWW}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC13} (3.91e+00):}} -{$-0.397$}{\rm $c_{ut}^{8}$} -{$+0.383$}{\rm $c_{qt}^{1}$} -{$-0.378$}{\rm $c_{qq}^{8,3}$} -{$+0.362$}{\rm $c_{qu}^{1}$} -{$+0.335$}{\rm $c_{qq}^{1,8}$} -{$-0.302$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.201$}{\rm $c_{dt}^{8}$} -{$+0.195$}{\rm $c_{\varphi t}$} -{$-0.176$}{\rm $c_{qq}^{1,1}$} -{$+0.167$}{\rm $c_{qd}^{1}$} -{$-0.163$}{\rm $c_{qu}^{8}$} -{$+0.162$}{\rm $c_{qt}^{8}$} -{$+0.094$}{\rm $c_{\varphi Q}^{3}$} -{$-0.085$}{\rm $c_{ut}^{1}$} -{$-0.078$}{\rm $c_{dt}^{1}$} -{$-0.055$}{\rm $c_{qd}^{8}$} -{$-0.039$}{\rm $c_{tZ}$} -{$+0.018$}{\rm $c_{qq}^{1,3}$} -{$-0.015$}{\rm $c_{\varphi D}$} -{$-0.015$}{\rm $c_{tG}$} -{$+0.010$}{\rm $c_{t \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.397$}{\rm $c_{ut}^{8}$} +{$+0.383$}{\rm $c_{qt}^{1}$} +{$-0.378$}{\rm $c_{qq}^{8,3}$} +{$+0.362$}{\rm $c_{qu}^{1}$} +{$+0.335$}{\rm $c_{qq}^{1,8}$} +{$-0.302$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.201$}{\rm $c_{dt}^{8}$} +{$+0.195$}{\rm $c_{\varphi t}$} +{$-0.176$}{\rm $c_{qq}^{1,1}$} +{$+0.167$}{\rm $c_{qd}^{1}$} +{$-0.163$}{\rm $c_{qu}^{8}$} +{$+0.162$}{\rm $c_{qt}^{8}$} +{$+0.094$}{\rm $c_{\varphi Q}^{3}$} +{$-0.085$}{\rm $c_{ut}^{1}$} +{$-0.078$}{\rm $c_{dt}^{1}$} +{$-0.055$}{\rm $c_{qd}^{8}$} +{$-0.039$}{\rm $c_{tZ}$} +{$+0.018$}{\rm $c_{qq}^{1,3}$} +{$-0.015$}{\rm $c_{\varphi D}$} +{$-0.015$}{\rm $c_{tG}$} +{$+0.010$}{\rm $c_{t \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC14} (2.46e+00):}} -{$-0.973$}{\rm $c_{WWW}$} -{$-0.162$}{\rm $c_{\varphi D}$} -{$+0.108$}{\rm $c_{\varphi W}$} -{$+0.090$}{\rm $c_{\varphi WB}$} -{$-0.045$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.037$}{\rm $c_{\varphi \Box}$} -{$+0.029$}{\rm $c_{qu}^{8}$} -{$+0.024$}{\rm $c_{\varphi t}$} -{$-0.023$}{\rm $c_{qq}^{1,8}$} -{$+0.021$}{\rm $c_{qq}^{8,3}$} -{$+0.019$}{\rm $c_{qq}^{1,1}$} -{$+0.017$}{\rm $c_{qu}^{1}$} -{$+0.016$}{\rm $c_{\varphi B}$} -{$+0.014$}{\rm $c_{qt}^{1}$} -{$-0.014$}{\rm $c_{c \varphi}$} -{$+0.013$}{\rm $c_{qd}^{8}$} -{$-0.013$}{\rm $c_{\varphi Q}^{3}$} -{$+0.010$}{\rm $c_{ut}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.973$}{\rm $c_{WWW}$} +{$-0.162$}{\rm $c_{\varphi D}$} +{$+0.108$}{\rm $c_{\varphi W}$} +{$+0.090$}{\rm $c_{\varphi WB}$} +{$-0.045$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.037$}{\rm $c_{\varphi \Box}$} +{$+0.029$}{\rm $c_{qu}^{8}$} +{$+0.024$}{\rm $c_{\varphi t}$} +{$-0.023$}{\rm $c_{qq}^{1,8}$} +{$+0.021$}{\rm $c_{qq}^{8,3}$} +{$+0.019$}{\rm $c_{qq}^{1,1}$} +{$+0.017$}{\rm $c_{qu}^{1}$} +{$+0.016$}{\rm $c_{\varphi B}$} +{$+0.014$}{\rm $c_{qt}^{1}$} +{$-0.014$}{\rm $c_{c \varphi}$} +{$+0.013$}{\rm $c_{qd}^{8}$} +{$-0.013$}{\rm $c_{\varphi Q}^{3}$} +{$+0.010$}{\rm $c_{ut}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC15} (2.25e+00):}} -{$+0.818$}{\rm $c_{\varphi D}$} -{$-0.380$}{\rm $c_{\varphi WB}$} -{$-0.284$}{\rm $c_{\varphi W}$} -{$-0.216$}{\rm $c_{WWW}$} -{$-0.171$}{\rm $c_{\varphi \Box}$} -{$-0.125$}{\rm $c_{\varphi B}$} -{$+0.065$}{\rm $c_{c \varphi}$} -{$+0.061$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.033$}{\rm $c_{t \varphi}$} -{$-0.031$}{\rm $c_{b \varphi}$} -{$-0.027$}{\rm $c_{\varphi t}$} -{$+0.025$}{\rm $c_{qt}^{1}$} -{$+0.023$}{\rm $c_{qu}^{1}$} -{$+0.022$}{\rm $c_{qt}^{8}$} -{$-0.020$}{\rm $c_{\varphi Q}^{3}$} -{$-0.017$}{\rm $c_{qq}^{8,3}$} -{$-0.016$}{\rm $c_{tZ}$} -{$-0.014$}{\rm $c_{ut}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.818$}{\rm $c_{\varphi D}$} +{$-0.380$}{\rm $c_{\varphi WB}$} +{$-0.284$}{\rm $c_{\varphi W}$} +{$-0.216$}{\rm $c_{WWW}$} +{$-0.171$}{\rm $c_{\varphi \Box}$} +{$-0.125$}{\rm $c_{\varphi B}$} +{$+0.065$}{\rm $c_{c \varphi}$} +{$+0.061$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.033$}{\rm $c_{t \varphi}$} +{$-0.031$}{\rm $c_{b \varphi}$} +{$-0.027$}{\rm $c_{\varphi t}$} +{$+0.025$}{\rm $c_{qt}^{1}$} +{$+0.023$}{\rm $c_{qu}^{1}$} +{$+0.022$}{\rm $c_{qt}^{8}$} +{$-0.020$}{\rm $c_{\varphi Q}^{3}$} +{$-0.017$}{\rm $c_{qq}^{8,3}$} +{$-0.016$}{\rm $c_{tZ}$} +{$-0.014$}{\rm $c_{ut}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC16} (1.73e+00):}} -{$+0.727$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.447$}{\rm $c_{\varphi t}$} -{$-0.295$}{\rm $c_{qu}^{8}$} -{$-0.226$}{\rm $c_{qq}^{8,3}$} -{$-0.207$}{\rm $c_{qd}^{8}$} -{$+0.147$}{\rm $c_{qt}^{8}$} -{$+0.130$}{\rm $c_{qq}^{1,8}$} -{$-0.123$}{\rm $c_{dt}^{8}$} -{$-0.120$}{\rm $c_{ut}^{8}$} -{$+0.096$}{\rm $c_{tZ}$} -{$-0.065$}{\rm $c_{\varphi D}$} -{$-0.049$}{\rm $c_{WWW}$} -{$-0.045$}{\rm $c_{qq}^{1,1}$} -{$+0.033$}{\rm $c_{qt}^{1}$} -{$+0.032$}{\rm $c_{\varphi WB}$} -{$+0.024$}{\rm $c_{\varphi W}$} -{$+0.023$}{\rm $c_{qd}^{1}$} -{$+0.022$}{\rm $c_{\varphi \Box}$} -{$+0.018$}{\rm $c_{t \varphi}$} -{$+0.017$}{\rm $c_{\varphi Q}^{3}$} -{$+0.017$}{\rm $c_{\varphi B}$} -{$+0.013$}{\rm $c_{tG}$} -{$-0.013$}{\rm $c_{dt}^{1}$} -{$-0.011$}{\rm $c_{ut}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.727$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.447$}{\rm $c_{\varphi t}$} +{$-0.295$}{\rm $c_{qu}^{8}$} +{$-0.226$}{\rm $c_{qq}^{8,3}$} +{$-0.207$}{\rm $c_{qd}^{8}$} +{$+0.147$}{\rm $c_{qt}^{8}$} +{$+0.130$}{\rm $c_{qq}^{1,8}$} +{$-0.123$}{\rm $c_{dt}^{8}$} +{$-0.120$}{\rm $c_{ut}^{8}$} +{$+0.096$}{\rm $c_{tZ}$} +{$-0.065$}{\rm $c_{\varphi D}$} +{$-0.049$}{\rm $c_{WWW}$} +{$-0.045$}{\rm $c_{qq}^{1,1}$} +{$+0.033$}{\rm $c_{qt}^{1}$} +{$+0.032$}{\rm $c_{\varphi WB}$} +{$+0.024$}{\rm $c_{\varphi W}$} +{$+0.023$}{\rm $c_{qd}^{1}$} +{$+0.022$}{\rm $c_{\varphi \Box}$} +{$+0.018$}{\rm $c_{t \varphi}$} +{$+0.017$}{\rm $c_{\varphi Q}^{3}$} +{$+0.017$}{\rm $c_{\varphi B}$} +{$+0.013$}{\rm $c_{tG}$} +{$-0.013$}{\rm $c_{dt}^{1}$} +{$-0.011$}{\rm $c_{ut}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC17} (7.86e-01):}} -{$-0.522$}{\rm $c_{qt}^{8}$} -{$-0.439$}{\rm $c_{qt}^{1}$} -{$+0.360$}{\rm $c_{qq}^{1,8}$} -{$-0.313$}{\rm $c_{qu}^{1}$} -{$-0.285$}{\rm $c_{qq}^{1,1}$} -{$-0.230$}{\rm $c_{ut}^{8}$} -{$+0.214$}{\rm $c_{qd}^{8}$} -{$-0.203$}{\rm $c_{qq}^{8,3}$} -{$-0.168$}{\rm $c_{ut}^{1}$} -{$+0.128$}{\rm $c_{t \varphi}$} -{$-0.126$}{\rm $c_{qd}^{1}$} -{$-0.085$}{\rm $c_{qu}^{8}$} -{$-0.075$}{\rm $c_{dt}^{1}$} -{$-0.063$}{\rm $c_{\varphi \Box}$} -{$-0.048$}{\rm $c_{dt}^{8}$} -{$-0.041$}{\rm $c_{WWW}$} -{$+0.037$}{\rm $c_{\varphi t}$} -{$+0.034$}{\rm $c_{tt}^{1}$} -{$-0.024$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.019$}{\rm $c_{Qt}^{8}$} -{$+0.017$}{\rm $c_{QQ}^{1}$} -{$+0.013$}{\rm $c_{tG}$} -{$+0.013$}{\rm $c_{\varphi Q}^{3}$} - \nonumber \\ \nonumber \\ +{$-0.522$}{\rm $c_{qt}^{8}$} +{$-0.439$}{\rm $c_{qt}^{1}$} +{$+0.360$}{\rm $c_{qq}^{1,8}$} +{$-0.313$}{\rm $c_{qu}^{1}$} +{$-0.285$}{\rm $c_{qq}^{1,1}$} +{$-0.230$}{\rm $c_{ut}^{8}$} +{$+0.214$}{\rm $c_{qd}^{8}$} +{$-0.203$}{\rm $c_{qq}^{8,3}$} +{$-0.168$}{\rm $c_{ut}^{1}$} +{$+0.128$}{\rm $c_{t \varphi}$} +{$-0.126$}{\rm $c_{qd}^{1}$} +{$-0.085$}{\rm $c_{qu}^{8}$} +{$-0.075$}{\rm $c_{dt}^{1}$} +{$-0.063$}{\rm $c_{\varphi \Box}$} +{$-0.048$}{\rm $c_{dt}^{8}$} +{$-0.041$}{\rm $c_{WWW}$} +{$+0.037$}{\rm $c_{\varphi t}$} +{$+0.034$}{\rm $c_{tt}^{1}$} +{$-0.024$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.019$}{\rm $c_{Qt}^{8}$} +{$+0.017$}{\rm $c_{QQ}^{1}$} +{$+0.013$}{\rm $c_{tG}$} +{$+0.013$}{\rm $c_{\varphi Q}^{3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC18} (6.11e-01):}} -{$-0.820$}{\rm $c_{\varphi \Box}$} -{$+0.444$}{\rm $c_{t \varphi}$} -{$-0.176$}{\rm $c_{qd}^{8}$} -{$-0.163$}{\rm $c_{qu}^{8}$} -{$-0.109$}{\rm $c_{\varphi D}$} -{$-0.109$}{\rm $c_{qq}^{1,8}$} -{$+0.103$}{\rm $c_{ut}^{8}$} -{$-0.078$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.076$}{\rm $c_{qt}^{8}$} -{$-0.073$}{\rm $c_{qu}^{1}$} -{$-0.069$}{\rm $c_{qq}^{8,3}$} -{$+0.058$}{\rm $c_{\varphi t}$} -{$+0.058$}{\rm $c_{qq}^{1,1}$} -{$+0.052$}{\rm $c_{c \varphi}$} -{$+0.050$}{\rm $c_{\varphi WB}$} -{$+0.045$}{\rm $c_{\varphi W}$} -{$+0.040$}{\rm $c_{ut}^{1}$} -{$+0.022$}{\rm $c_{dt}^{1}$} -{$+0.016$}{\rm $c_{\varphi B}$} -{$+0.011$}{\rm $c_{tG}$} - \nonumber \\ \nonumber \\ +{$-0.820$}{\rm $c_{\varphi \Box}$} +{$+0.444$}{\rm $c_{t \varphi}$} +{$-0.176$}{\rm $c_{qd}^{8}$} +{$-0.163$}{\rm $c_{qu}^{8}$} +{$-0.109$}{\rm $c_{\varphi D}$} +{$-0.109$}{\rm $c_{qq}^{1,8}$} +{$+0.103$}{\rm $c_{ut}^{8}$} +{$-0.078$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.076$}{\rm $c_{qt}^{8}$} +{$-0.073$}{\rm $c_{qu}^{1}$} +{$-0.069$}{\rm $c_{qq}^{8,3}$} +{$+0.058$}{\rm $c_{\varphi t}$} +{$+0.058$}{\rm $c_{qq}^{1,1}$} +{$+0.052$}{\rm $c_{c \varphi}$} +{$+0.050$}{\rm $c_{\varphi WB}$} +{$+0.045$}{\rm $c_{\varphi W}$} +{$+0.040$}{\rm $c_{ut}^{1}$} +{$+0.022$}{\rm $c_{dt}^{1}$} +{$+0.016$}{\rm $c_{\varphi B}$} +{$+0.011$}{\rm $c_{tG}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC19} (4.95e-01):}} -{$+0.458$}{\rm $c_{qd}^{8}$} -{$-0.427$}{\rm $c_{ut}^{8}$} -{$+0.412$}{\rm $c_{qu}^{8}$} -{$+0.365$}{\rm $c_{qq}^{1,1}$} -{$-0.286$}{\rm $c_{\varphi \Box}$} -{$+0.238$}{\rm $c_{qu}^{1}$} -{$+0.203$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.195$}{\rm $c_{ut}^{1}$} -{$+0.163$}{\rm $c_{qq}^{1,8}$} -{$-0.133$}{\rm $c_{\varphi t}$} -{$+0.121$}{\rm $c_{qq}^{8,3}$} -{$+0.087$}{\rm $c_{dt}^{1}$} -{$-0.087$}{\rm $c_{qt}^{8}$} -{$-0.058$}{\rm $c_{\varphi D}$} -{$+0.056$}{\rm $c_{qt}^{1}$} -{$-0.041$}{\rm $c_{tt}^{1}$} -{$+0.030$}{\rm $c_{\varphi W}$} -{$+0.027$}{\rm $c_{\varphi WB}$} -{$-0.024$}{\rm $c_{Qt}^{8}$} -{$+0.022$}{\rm $c_{tZ}$} -{$+0.021$}{\rm $c_{WWW}$} -{$-0.021$}{\rm $c_{t \varphi}$} -{$-0.020$}{\rm $c_{QQ}^{1}$} -{$+0.020$}{\rm $c_{dt}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.458$}{\rm $c_{qd}^{8}$} +{$-0.427$}{\rm $c_{ut}^{8}$} +{$+0.412$}{\rm $c_{qu}^{8}$} +{$+0.365$}{\rm $c_{qq}^{1,1}$} +{$-0.286$}{\rm $c_{\varphi \Box}$} +{$+0.238$}{\rm $c_{qu}^{1}$} +{$+0.203$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.195$}{\rm $c_{ut}^{1}$} +{$+0.163$}{\rm $c_{qq}^{1,8}$} +{$-0.133$}{\rm $c_{\varphi t}$} +{$+0.121$}{\rm $c_{qq}^{8,3}$} +{$+0.087$}{\rm $c_{dt}^{1}$} +{$-0.087$}{\rm $c_{qt}^{8}$} +{$-0.058$}{\rm $c_{\varphi D}$} +{$+0.056$}{\rm $c_{qt}^{1}$} +{$-0.041$}{\rm $c_{tt}^{1}$} +{$+0.030$}{\rm $c_{\varphi W}$} +{$+0.027$}{\rm $c_{\varphi WB}$} +{$-0.024$}{\rm $c_{Qt}^{8}$} +{$+0.022$}{\rm $c_{tZ}$} +{$+0.021$}{\rm $c_{WWW}$} +{$-0.021$}{\rm $c_{t \varphi}$} +{$-0.020$}{\rm $c_{QQ}^{1}$} +{$+0.020$}{\rm $c_{dt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC20} (2.47e-01):}} -{$+0.576$}{\rm $c_{t \varphi}$} -{$+0.428$}{\rm $c_{qq}^{1,1}$} -{$+0.403$}{\rm $c_{\varphi \Box}$} -{$-0.347$}{\rm $c_{qq}^{8,3}$} -{$+0.271$}{\rm $c_{ut}^{1}$} -{$-0.172$}{\rm $c_{tt}^{1}$} -{$-0.123$}{\rm $c_{qu}^{1}$} -{$+0.123$}{\rm $c_{dt}^{1}$} -{$-0.101$}{\rm $c_{qq}^{1,8}$} -{$-0.098$}{\rm $c_{Qt}^{8}$} -{$-0.093$}{\rm $c_{qu}^{8}$} -{$-0.085$}{\rm $c_{QQ}^{1}$} -{$+0.078$}{\rm $c_{\varphi D}$} -{$+0.073$}{\rm $c_{\varphi t}$} -{$-0.073$}{\rm $c_{ut}^{8}$} -{$-0.056$}{\rm $c_{qt}^{8}$} -{$+0.055$}{\rm $c_{dt}^{8}$} -{$-0.049$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.049$}{\rm $c_{\varphi W}$} -{$+0.036$}{\rm $c_{\varphi Q}^{3}$} -{$-0.036$}{\rm $c_{\varphi WB}$} -{$-0.029$}{\rm $c_{QQ}^{8}$} -{$+0.028$}{\rm $c_{qd}^{8}$} -{$-0.025$}{\rm $c_{qd}^{1}$} -{$+0.015$}{\rm $c_{tG}$} -{$-0.014$}{\rm $c_{tZ}$} - \nonumber \\ \nonumber \\ +{$+0.576$}{\rm $c_{t \varphi}$} +{$+0.428$}{\rm $c_{qq}^{1,1}$} +{$+0.403$}{\rm $c_{\varphi \Box}$} +{$-0.347$}{\rm $c_{qq}^{8,3}$} +{$+0.271$}{\rm $c_{ut}^{1}$} +{$-0.172$}{\rm $c_{tt}^{1}$} +{$-0.123$}{\rm $c_{qu}^{1}$} +{$+0.123$}{\rm $c_{dt}^{1}$} +{$-0.101$}{\rm $c_{qq}^{1,8}$} +{$-0.098$}{\rm $c_{Qt}^{8}$} +{$-0.093$}{\rm $c_{qu}^{8}$} +{$-0.085$}{\rm $c_{QQ}^{1}$} +{$+0.078$}{\rm $c_{\varphi D}$} +{$+0.073$}{\rm $c_{\varphi t}$} +{$-0.073$}{\rm $c_{ut}^{8}$} +{$-0.056$}{\rm $c_{qt}^{8}$} +{$+0.055$}{\rm $c_{dt}^{8}$} +{$-0.049$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.049$}{\rm $c_{\varphi W}$} +{$+0.036$}{\rm $c_{\varphi Q}^{3}$} +{$-0.036$}{\rm $c_{\varphi WB}$} +{$-0.029$}{\rm $c_{QQ}^{8}$} +{$+0.028$}{\rm $c_{qd}^{8}$} +{$-0.025$}{\rm $c_{qd}^{1}$} +{$+0.015$}{\rm $c_{tG}$} +{$-0.014$}{\rm $c_{tZ}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC21} (1.74e-01):}} -{$-0.652$}{\rm $c_{qq}^{8,3}$} -{$-0.539$}{\rm $c_{t \varphi}$} -{$+0.256$}{\rm $c_{ut}^{8}$} -{$-0.192$}{\rm $c_{\varphi \Box}$} -{$+0.166$}{\rm $c_{ut}^{1}$} -{$-0.159$}{\rm $c_{qt}^{8}$} -{$+0.149$}{\rm $c_{\varphi t}$} -{$+0.142$}{\rm $c_{qq}^{1,1}$} -{$-0.122$}{\rm $c_{qq}^{1,8}$} -{$-0.120$}{\rm $c_{qu}^{1}$} -{$+0.112$}{\rm $c_{dt}^{8}$} -{$+0.093$}{\rm $c_{qd}^{8}$} -{$-0.088$}{\rm $c_{tt}^{1}$} -{$+0.070$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.069$}{\rm $c_{\varphi Q}^{3}$} -{$+0.062$}{\rm $c_{qd}^{1}$} -{$+0.054$}{\rm $c_{qt}^{1}$} -{$-0.051$}{\rm $c_{Qt}^{8}$} -{$+0.046$}{\rm $c_{dt}^{1}$} -{$+0.044$}{\rm $c_{qu}^{8}$} -{$-0.043$}{\rm $c_{\varphi D}$} -{$-0.043$}{\rm $c_{QQ}^{1}$} -{$+0.026$}{\rm $c_{\varphi W}$} -{$-0.022$}{\rm $c_{tZ}$} -{$+0.020$}{\rm $c_{\varphi WB}$} -{$-0.016$}{\rm $c_{QQ}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.652$}{\rm $c_{qq}^{8,3}$} +{$-0.539$}{\rm $c_{t \varphi}$} +{$+0.256$}{\rm $c_{ut}^{8}$} +{$-0.192$}{\rm $c_{\varphi \Box}$} +{$+0.166$}{\rm $c_{ut}^{1}$} +{$-0.159$}{\rm $c_{qt}^{8}$} +{$+0.149$}{\rm $c_{\varphi t}$} +{$+0.142$}{\rm $c_{qq}^{1,1}$} +{$-0.122$}{\rm $c_{qq}^{1,8}$} +{$-0.120$}{\rm $c_{qu}^{1}$} +{$+0.112$}{\rm $c_{dt}^{8}$} +{$+0.093$}{\rm $c_{qd}^{8}$} +{$-0.088$}{\rm $c_{tt}^{1}$} +{$+0.070$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.069$}{\rm $c_{\varphi Q}^{3}$} +{$+0.062$}{\rm $c_{qd}^{1}$} +{$+0.054$}{\rm $c_{qt}^{1}$} +{$-0.051$}{\rm $c_{Qt}^{8}$} +{$+0.046$}{\rm $c_{dt}^{1}$} +{$+0.044$}{\rm $c_{qu}^{8}$} +{$-0.043$}{\rm $c_{\varphi D}$} +{$-0.043$}{\rm $c_{QQ}^{1}$} +{$+0.026$}{\rm $c_{\varphi W}$} +{$-0.022$}{\rm $c_{tZ}$} +{$+0.020$}{\rm $c_{\varphi WB}$} +{$-0.016$}{\rm $c_{QQ}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC22} (8.42e-02):}} -{$-0.432$}{\rm $c_{tt}^{1}$} -{$-0.376$}{\rm $c_{qu}^{8}$} -{$-0.354$}{\rm $c_{qu}^{1}$} -{$-0.346$}{\rm $c_{ut}^{8}$} -{$-0.336$}{\rm $c_{t \varphi}$} -{$+0.274$}{\rm $c_{qq}^{8,3}$} -{$-0.244$}{\rm $c_{Qt}^{8}$} -{$-0.212$}{\rm $c_{QQ}^{1}$} -{$-0.194$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.162$}{\rm $c_{qq}^{1,1}$} -{$+0.129$}{\rm $c_{dt}^{1}$} -{$-0.114$}{\rm $c_{qd}^{8}$} -{$-0.083$}{\rm $c_{qd}^{1}$} -{$-0.083$}{\rm $c_{\varphi \Box}$} -{$+0.080$}{\rm $c_{ut}^{1}$} -{$-0.072$}{\rm $c_{dt}^{8}$} -{$-0.072$}{\rm $c_{QQ}^{8}$} -{$+0.065$}{\rm $c_{qt}^{8}$} -{$+0.048$}{\rm $c_{tZ}$} -{$-0.033$}{\rm $c_{\varphi t}$} -{$-0.033$}{\rm $c_{\varphi Q}^{3}$} -{$+0.029$}{\rm $c_{qq}^{1,8}$} -{$+0.014$}{\rm $c_{qt}^{1}$} -{$+0.014$}{\rm $c_{tG}$} - \nonumber \\ \nonumber \\ +{$-0.432$}{\rm $c_{tt}^{1}$} +{$-0.376$}{\rm $c_{qu}^{8}$} +{$-0.354$}{\rm $c_{qu}^{1}$} +{$-0.346$}{\rm $c_{ut}^{8}$} +{$-0.336$}{\rm $c_{t \varphi}$} +{$+0.274$}{\rm $c_{qq}^{8,3}$} +{$-0.244$}{\rm $c_{Qt}^{8}$} +{$-0.212$}{\rm $c_{QQ}^{1}$} +{$-0.194$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.162$}{\rm $c_{qq}^{1,1}$} +{$+0.129$}{\rm $c_{dt}^{1}$} +{$-0.114$}{\rm $c_{qd}^{8}$} +{$-0.083$}{\rm $c_{qd}^{1}$} +{$-0.083$}{\rm $c_{\varphi \Box}$} +{$+0.080$}{\rm $c_{ut}^{1}$} +{$-0.072$}{\rm $c_{dt}^{8}$} +{$-0.072$}{\rm $c_{QQ}^{8}$} +{$+0.065$}{\rm $c_{qt}^{8}$} +{$+0.048$}{\rm $c_{tZ}$} +{$-0.033$}{\rm $c_{\varphi t}$} +{$-0.033$}{\rm $c_{\varphi Q}^{3}$} +{$+0.029$}{\rm $c_{qq}^{1,8}$} +{$+0.014$}{\rm $c_{qt}^{1}$} +{$+0.014$}{\rm $c_{tG}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC23} (7.41e-02):}} -{$+0.611$}{\rm $c_{tt}^{1}$} -{$+0.345$}{\rm $c_{Qt}^{8}$} -{$+0.300$}{\rm $c_{QQ}^{1}$} -{$-0.287$}{\rm $c_{qu}^{1}$} -{$+0.279$}{\rm $c_{qq}^{1,1}$} -{$-0.229$}{\rm $c_{ut}^{8}$} -{$-0.219$}{\rm $c_{qu}^{8}$} -{$-0.174$}{\rm $c_{tZ}$} -{$-0.172$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.150$}{\rm $c_{t \varphi}$} -{$+0.138$}{\rm $c_{ut}^{1}$} -{$-0.134$}{\rm $c_{\varphi t}$} -{$+0.105$}{\rm $c_{qt}^{1}$} -{$+0.101$}{\rm $c_{QQ}^{8}$} -{$+0.088$}{\rm $c_{dt}^{1}$} -{$-0.077$}{\rm $c_{qd}^{1}$} -{$-0.029$}{\rm $c_{qq}^{1,8}$} -{$-0.028$}{\rm $c_{qd}^{8}$} -{$+0.026$}{\rm $c_{dt}^{8}$} -{$+0.019$}{\rm $c_{qt}^{8}$} -{$+0.015$}{\rm $c_{\varphi \Box}$} - \nonumber \\ \nonumber \\ +{$+0.611$}{\rm $c_{tt}^{1}$} +{$+0.345$}{\rm $c_{Qt}^{8}$} +{$+0.300$}{\rm $c_{QQ}^{1}$} +{$-0.287$}{\rm $c_{qu}^{1}$} +{$+0.279$}{\rm $c_{qq}^{1,1}$} +{$-0.229$}{\rm $c_{ut}^{8}$} +{$-0.219$}{\rm $c_{qu}^{8}$} +{$-0.174$}{\rm $c_{tZ}$} +{$-0.172$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.150$}{\rm $c_{t \varphi}$} +{$+0.138$}{\rm $c_{ut}^{1}$} +{$-0.134$}{\rm $c_{\varphi t}$} +{$+0.105$}{\rm $c_{qt}^{1}$} +{$+0.101$}{\rm $c_{QQ}^{8}$} +{$+0.088$}{\rm $c_{dt}^{1}$} +{$-0.077$}{\rm $c_{qd}^{1}$} +{$-0.029$}{\rm $c_{qq}^{1,8}$} +{$-0.028$}{\rm $c_{qd}^{8}$} +{$+0.026$}{\rm $c_{dt}^{8}$} +{$+0.019$}{\rm $c_{qt}^{8}$} +{$+0.015$}{\rm $c_{\varphi \Box}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC24} (4.57e-02):}} -{$+0.508$}{\rm $c_{dt}^{8}$} -{$+0.501$}{\rm $c_{qu}^{1}$} -{$-0.456$}{\rm $c_{qt}^{1}$} -{$-0.264$}{\rm $c_{qu}^{8}$} -{$-0.258$}{\rm $c_{qd}^{1}$} -{$+0.176$}{\rm $c_{qq}^{1,1}$} -{$-0.169$}{\rm $c_{ut}^{8}$} -{$-0.159$}{\rm $c_{qd}^{8}$} -{$-0.148$}{\rm $c_{dt}^{1}$} -{$-0.113$}{\rm $c_{t \varphi}$} -{$-0.082$}{\rm $c_{ut}^{1}$} -{$-0.068$}{\rm $c_{tZ}$} -{$-0.064$}{\rm $c_{qq}^{1,8}$} -{$-0.061$}{\rm $c_{qq}^{8,3}$} -{$+0.060$}{\rm $c_{qt}^{8}$} -{$+0.057$}{\rm $c_{\varphi t}$} -{$-0.025$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.010$}{\rm $c_{\varphi \Box}$} - \nonumber \\ \nonumber \\ +{$+0.508$}{\rm $c_{dt}^{8}$} +{$+0.501$}{\rm $c_{qu}^{1}$} +{$-0.456$}{\rm $c_{qt}^{1}$} +{$-0.264$}{\rm $c_{qu}^{8}$} +{$-0.258$}{\rm $c_{qd}^{1}$} +{$+0.176$}{\rm $c_{qq}^{1,1}$} +{$-0.169$}{\rm $c_{ut}^{8}$} +{$-0.159$}{\rm $c_{qd}^{8}$} +{$-0.148$}{\rm $c_{dt}^{1}$} +{$-0.113$}{\rm $c_{t \varphi}$} +{$-0.082$}{\rm $c_{ut}^{1}$} +{$-0.068$}{\rm $c_{tZ}$} +{$-0.064$}{\rm $c_{qq}^{1,8}$} +{$-0.061$}{\rm $c_{qq}^{8,3}$} +{$+0.060$}{\rm $c_{qt}^{8}$} +{$+0.057$}{\rm $c_{\varphi t}$} +{$-0.025$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.010$}{\rm $c_{\varphi \Box}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC25} (3.12e-02):}} -{$+0.847$}{\rm $c_{tZ}$} -{$+0.307$}{\rm $c_{\varphi t}$} -{$-0.199$}{\rm $c_{ut}^{1}$} -{$+0.172$}{\rm $c_{qq}^{1,1}$} -{$-0.147$}{\rm $c_{qd}^{1}$} -{$+0.145$}{\rm $c_{qt}^{1}$} -{$+0.124$}{\rm $c_{tt}^{1}$} -{$-0.107$}{\rm $c_{qu}^{1}$} -{$-0.107$}{\rm $c_{dt}^{1}$} -{$+0.092$}{\rm $c_{dt}^{8}$} -{$+0.078$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.078$}{\rm $c_{ut}^{8}$} -{$-0.073$}{\rm $c_{qd}^{8}$} -{$+0.065$}{\rm $c_{Qt}^{8}$} -{$+0.061$}{\rm $c_{QQ}^{1}$} -{$+0.038$}{\rm $c_{qu}^{8}$} -{$+0.037$}{\rm $c_{\varphi B}$} -{$+0.025$}{\rm $c_{\varphi D}$} -{$+0.015$}{\rm $c_{QQ}^{8}$} -{$+0.012$}{\rm $c_{qq}^{1,8}$} -{$-0.012$}{\rm $c_{t \varphi}$} -{$-0.011$}{\rm $c_{\varphi WB}$} -{$+0.011$}{\rm $c_{\varphi \Box}$} - \nonumber \\ \nonumber \\ +{$+0.847$}{\rm $c_{tZ}$} +{$+0.307$}{\rm $c_{\varphi t}$} +{$-0.199$}{\rm $c_{ut}^{1}$} +{$+0.172$}{\rm $c_{qq}^{1,1}$} +{$-0.147$}{\rm $c_{qd}^{1}$} +{$+0.145$}{\rm $c_{qt}^{1}$} +{$+0.124$}{\rm $c_{tt}^{1}$} +{$-0.107$}{\rm $c_{qu}^{1}$} +{$-0.107$}{\rm $c_{dt}^{1}$} +{$+0.092$}{\rm $c_{dt}^{8}$} +{$+0.078$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.078$}{\rm $c_{ut}^{8}$} +{$-0.073$}{\rm $c_{qd}^{8}$} +{$+0.065$}{\rm $c_{Qt}^{8}$} +{$+0.061$}{\rm $c_{QQ}^{1}$} +{$+0.038$}{\rm $c_{qu}^{8}$} +{$+0.037$}{\rm $c_{\varphi B}$} +{$+0.025$}{\rm $c_{\varphi D}$} +{$+0.015$}{\rm $c_{QQ}^{8}$} +{$+0.012$}{\rm $c_{qq}^{1,8}$} +{$-0.012$}{\rm $c_{t \varphi}$} +{$-0.011$}{\rm $c_{\varphi WB}$} +{$+0.011$}{\rm $c_{\varphi \Box}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC26} (2.63e-02):}} -{$-0.509$}{\rm $c_{\varphi t}$} -{$+0.423$}{\rm $c_{tZ}$} -{$-0.395$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.372$}{\rm $c_{qd}^{1}$} -{$-0.322$}{\rm $c_{qt}^{1}$} -{$-0.191$}{\rm $c_{dt}^{8}$} -{$+0.182$}{\rm $c_{ut}^{1}$} -{$+0.170$}{\rm $c_{qu}^{1}$} -{$+0.132$}{\rm $c_{ut}^{8}$} -{$+0.118$}{\rm $c_{qd}^{8}$} -{$-0.105$}{\rm $c_{qu}^{8}$} -{$-0.093$}{\rm $c_{dt}^{1}$} -{$-0.077$}{\rm $c_{qq}^{8,3}$} -{$+0.058$}{\rm $c_{qq}^{1,1}$} -{$-0.042$}{\rm $c_{t \varphi}$} -{$-0.040$}{\rm $c_{qq}^{1,8}$} -{$+0.025$}{\rm $c_{tt}^{1}$} -{$+0.017$}{\rm $c_{\varphi B}$} -{$+0.017$}{\rm $c_{\varphi D}$} -{$+0.014$}{\rm $c_{\varphi Q}^{3}$} -{$+0.012$}{\rm $c_{QQ}^{1}$} -{$+0.012$}{\rm $c_{Qt}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.509$}{\rm $c_{\varphi t}$} +{$+0.423$}{\rm $c_{tZ}$} +{$-0.395$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.372$}{\rm $c_{qd}^{1}$} +{$-0.322$}{\rm $c_{qt}^{1}$} +{$-0.191$}{\rm $c_{dt}^{8}$} +{$+0.182$}{\rm $c_{ut}^{1}$} +{$+0.170$}{\rm $c_{qu}^{1}$} +{$+0.132$}{\rm $c_{ut}^{8}$} +{$+0.118$}{\rm $c_{qd}^{8}$} +{$-0.105$}{\rm $c_{qu}^{8}$} +{$-0.093$}{\rm $c_{dt}^{1}$} +{$-0.077$}{\rm $c_{qq}^{8,3}$} +{$+0.058$}{\rm $c_{qq}^{1,1}$} +{$-0.042$}{\rm $c_{t \varphi}$} +{$-0.040$}{\rm $c_{qq}^{1,8}$} +{$+0.025$}{\rm $c_{tt}^{1}$} +{$+0.017$}{\rm $c_{\varphi B}$} +{$+0.017$}{\rm $c_{\varphi D}$} +{$+0.014$}{\rm $c_{\varphi Q}^{3}$} +{$+0.012$}{\rm $c_{QQ}^{1}$} +{$+0.012$}{\rm $c_{Qt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC27} (2.50e-02):}} -{$-0.545$}{\rm $c_{ut}^{1}$} -{$+0.538$}{\rm $c_{qq}^{1,1}$} -{$+0.376$}{\rm $c_{qd}^{1}$} -{$-0.318$}{\rm $c_{dt}^{1}$} -{$-0.268$}{\rm $c_{dt}^{8}$} -{$-0.215$}{\rm $c_{tZ}$} -{$-0.141$}{\rm $c_{qt}^{1}$} -{$+0.123$}{\rm $c_{\varphi t}$} -{$+0.078$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.066$}{\rm $c_{qu}^{1}$} -{$+0.050$}{\rm $c_{ut}^{8}$} -{$-0.043$}{\rm $c_{qd}^{8}$} -{$+0.034$}{\rm $c_{qq}^{8,3}$} -{$-0.033$}{\rm $c_{t \varphi}$} -{$+0.030$}{\rm $c_{qq}^{1,8}$} -{$-0.019$}{\rm $c_{qt}^{8}$} -{$-0.017$}{\rm $c_{tt}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.545$}{\rm $c_{ut}^{1}$} +{$+0.538$}{\rm $c_{qq}^{1,1}$} +{$+0.376$}{\rm $c_{qd}^{1}$} +{$-0.318$}{\rm $c_{dt}^{1}$} +{$-0.268$}{\rm $c_{dt}^{8}$} +{$-0.215$}{\rm $c_{tZ}$} +{$-0.141$}{\rm $c_{qt}^{1}$} +{$+0.123$}{\rm $c_{\varphi t}$} +{$+0.078$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.066$}{\rm $c_{qu}^{1}$} +{$+0.050$}{\rm $c_{ut}^{8}$} +{$-0.043$}{\rm $c_{qd}^{8}$} +{$+0.034$}{\rm $c_{qq}^{8,3}$} +{$-0.033$}{\rm $c_{t \varphi}$} +{$+0.030$}{\rm $c_{qq}^{1,8}$} +{$-0.019$}{\rm $c_{qt}^{8}$} +{$-0.017$}{\rm $c_{tt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC28} (1.44e-02):}} -{$+0.501$}{\rm $c_{\varphi t}$} -{$-0.462$}{\rm $c_{dt}^{8}$} -{$-0.387$}{\rm $c_{qt}^{1}$} -{$+0.350$}{\rm $c_{ut}^{1}$} -{$+0.317$}{\rm $c_{dt}^{1}$} -{$+0.206$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.190$}{\rm $c_{qu}^{1}$} -{$-0.129$}{\rm $c_{qd}^{8}$} -{$+0.123$}{\rm $c_{qd}^{1}$} -{$+0.123$}{\rm $c_{tt}^{1}$} -{$+0.114$}{\rm $c_{qq}^{8,3}$} -{$-0.092$}{\rm $c_{qu}^{8}$} -{$-0.082$}{\rm $c_{t \varphi}$} -{$+0.060$}{\rm $c_{QQ}^{1}$} -{$+0.051$}{\rm $c_{Qt}^{8}$} -{$+0.046$}{\rm $c_{tZ}$} -{$+0.019$}{\rm $c_{qq}^{1,8}$} -{$-0.018$}{\rm $c_{\varphi Q}^{3}$} -{$+0.017$}{\rm $c_{\varphi \Box}$} -{$+0.014$}{\rm $c_{qt}^{8}$} -{$-0.010$}{\rm $c_{ut}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.501$}{\rm $c_{\varphi t}$} +{$-0.462$}{\rm $c_{dt}^{8}$} +{$-0.387$}{\rm $c_{qt}^{1}$} +{$+0.350$}{\rm $c_{ut}^{1}$} +{$+0.317$}{\rm $c_{dt}^{1}$} +{$+0.206$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.190$}{\rm $c_{qu}^{1}$} +{$-0.129$}{\rm $c_{qd}^{8}$} +{$+0.123$}{\rm $c_{qd}^{1}$} +{$+0.123$}{\rm $c_{tt}^{1}$} +{$+0.114$}{\rm $c_{qq}^{8,3}$} +{$-0.092$}{\rm $c_{qu}^{8}$} +{$-0.082$}{\rm $c_{t \varphi}$} +{$+0.060$}{\rm $c_{QQ}^{1}$} +{$+0.051$}{\rm $c_{Qt}^{8}$} +{$+0.046$}{\rm $c_{tZ}$} +{$+0.019$}{\rm $c_{qq}^{1,8}$} +{$-0.018$}{\rm $c_{\varphi Q}^{3}$} +{$+0.017$}{\rm $c_{\varphi \Box}$} +{$+0.014$}{\rm $c_{qt}^{8}$} +{$-0.010$}{\rm $c_{ut}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC29} (1.09e-02):}} -{$+0.601$}{\rm $c_{dt}^{1}$} -{$-0.408$}{\rm $c_{qd}^{8}$} -{$-0.355$}{\rm $c_{ut}^{1}$} -{$+0.317$}{\rm $c_{qu}^{8}$} -{$-0.245$}{\rm $c_{\varphi t}$} -{$-0.229$}{\rm $c_{qd}^{1}$} -{$-0.171$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.149$}{\rm $c_{dt}^{8}$} -{$-0.147$}{\rm $c_{qq}^{8,3}$} -{$+0.133$}{\rm $c_{qq}^{1,1}$} -{$-0.131$}{\rm $c_{qt}^{8}$} -{$+0.115$}{\rm $c_{qu}^{1}$} -{$+0.072$}{\rm $c_{qq}^{1,8}$} -{$-0.058$}{\rm $c_{qt}^{1}$} -{$-0.036$}{\rm $c_{t \varphi}$} -{$-0.024$}{\rm $c_{tt}^{1}$} -{$+0.024$}{\rm $c_{tZ}$} -{$+0.017$}{\rm $c_{\varphi Q}^{3}$} -{$+0.016$}{\rm $c_{QQ}^{8}$} -{$-0.012$}{\rm $c_{QQ}^{1}$} -{$+0.011$}{\rm $c_{ut}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.601$}{\rm $c_{dt}^{1}$} +{$-0.408$}{\rm $c_{qd}^{8}$} +{$-0.355$}{\rm $c_{ut}^{1}$} +{$+0.317$}{\rm $c_{qu}^{8}$} +{$-0.245$}{\rm $c_{\varphi t}$} +{$-0.229$}{\rm $c_{qd}^{1}$} +{$-0.171$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.149$}{\rm $c_{dt}^{8}$} +{$-0.147$}{\rm $c_{qq}^{8,3}$} +{$+0.133$}{\rm $c_{qq}^{1,1}$} +{$-0.131$}{\rm $c_{qt}^{8}$} +{$+0.115$}{\rm $c_{qu}^{1}$} +{$+0.072$}{\rm $c_{qq}^{1,8}$} +{$-0.058$}{\rm $c_{qt}^{1}$} +{$-0.036$}{\rm $c_{t \varphi}$} +{$-0.024$}{\rm $c_{tt}^{1}$} +{$+0.024$}{\rm $c_{tZ}$} +{$+0.017$}{\rm $c_{\varphi Q}^{3}$} +{$+0.016$}{\rm $c_{QQ}^{8}$} +{$-0.012$}{\rm $c_{QQ}^{1}$} +{$+0.011$}{\rm $c_{ut}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC30} (6.11e-03):}} -{$-0.569$}{\rm $c_{dt}^{1}$} -{$-0.441$}{\rm $c_{qd}^{1}$} -{$-0.365$}{\rm $c_{qd}^{8}$} -{$-0.343$}{\rm $c_{dt}^{8}$} -{$+0.330$}{\rm $c_{ut}^{1}$} -{$+0.268$}{\rm $c_{qu}^{8}$} -{$+0.100$}{\rm $c_{qq}^{1,1}$} -{$-0.099$}{\rm $c_{qt}^{8}$} -{$+0.083$}{\rm $c_{qq}^{1,8}$} -{$-0.078$}{\rm $c_{\varphi t}$} -{$-0.078$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.054$}{\rm $c_{tZ}$} -{$-0.052$}{\rm $c_{tt}^{1}$} -{$-0.051$}{\rm $c_{t \varphi}$} -{$+0.040$}{\rm $c_{QQ}^{8}$} -{$-0.030$}{\rm $c_{qq}^{8,3}$} -{$-0.025$}{\rm $c_{QQ}^{1}$} -{$+0.021$}{\rm $c_{ut}^{8}$} -{$+0.020$}{\rm $c_{Qt}^{8}$} -{$+0.012$}{\rm $c_{qu}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.569$}{\rm $c_{dt}^{1}$} +{$-0.441$}{\rm $c_{qd}^{1}$} +{$-0.365$}{\rm $c_{qd}^{8}$} +{$-0.343$}{\rm $c_{dt}^{8}$} +{$+0.330$}{\rm $c_{ut}^{1}$} +{$+0.268$}{\rm $c_{qu}^{8}$} +{$+0.100$}{\rm $c_{qq}^{1,1}$} +{$-0.099$}{\rm $c_{qt}^{8}$} +{$+0.083$}{\rm $c_{qq}^{1,8}$} +{$-0.078$}{\rm $c_{\varphi t}$} +{$-0.078$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.054$}{\rm $c_{tZ}$} +{$-0.052$}{\rm $c_{tt}^{1}$} +{$-0.051$}{\rm $c_{t \varphi}$} +{$+0.040$}{\rm $c_{QQ}^{8}$} +{$-0.030$}{\rm $c_{qq}^{8,3}$} +{$-0.025$}{\rm $c_{QQ}^{1}$} +{$+0.021$}{\rm $c_{ut}^{8}$} +{$+0.020$}{\rm $c_{Qt}^{8}$} +{$+0.012$}{\rm $c_{qu}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC31} (5.73e-03):}} -{$-0.538$}{\rm $c_{qd}^{1}$} -{$+0.510$}{\rm $c_{qd}^{8}$} -{$-0.382$}{\rm $c_{dt}^{8}$} -{$-0.347$}{\rm $c_{qu}^{8}$} -{$+0.268$}{\rm $c_{ut}^{8}$} -{$-0.202$}{\rm $c_{ut}^{1}$} -{$+0.188$}{\rm $c_{qu}^{1}$} -{$+0.098$}{\rm $c_{qq}^{1,1}$} -{$+0.087$}{\rm $c_{qt}^{1}$} -{$-0.084$}{\rm $c_{qq}^{1,8}$} -{$+0.077$}{\rm $c_{qt}^{8}$} -{$+0.059$}{\rm $c_{dt}^{1}$} -{$-0.029$}{\rm $c_{\varphi t}$} -{$+0.026$}{\rm $c_{QQ}^{8}$} -{$-0.022$}{\rm $c_{qq}^{8,3}$} -{$-0.021$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.020$}{\rm $c_{Qt}^{8}$} -{$-0.019$}{\rm $c_{tt}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.538$}{\rm $c_{qd}^{1}$} +{$+0.510$}{\rm $c_{qd}^{8}$} +{$-0.382$}{\rm $c_{dt}^{8}$} +{$-0.347$}{\rm $c_{qu}^{8}$} +{$+0.268$}{\rm $c_{ut}^{8}$} +{$-0.202$}{\rm $c_{ut}^{1}$} +{$+0.188$}{\rm $c_{qu}^{1}$} +{$+0.098$}{\rm $c_{qq}^{1,1}$} +{$+0.087$}{\rm $c_{qt}^{1}$} +{$-0.084$}{\rm $c_{qq}^{1,8}$} +{$+0.077$}{\rm $c_{qt}^{8}$} +{$+0.059$}{\rm $c_{dt}^{1}$} +{$-0.029$}{\rm $c_{\varphi t}$} +{$+0.026$}{\rm $c_{QQ}^{8}$} +{$-0.022$}{\rm $c_{qq}^{8,3}$} +{$-0.021$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.020$}{\rm $c_{Qt}^{8}$} +{$-0.019$}{\rm $c_{tt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC32} (9.18e-04):}} -{$-0.701$}{\rm $c_{QQ}^{8}$} -{$-0.582$}{\rm $c_{Qt}^{8}$} -{$+0.354$}{\rm $c_{tt}^{1}$} -{$+0.164$}{\rm $c_{QQ}^{1}$} -{$-0.110$}{\rm $c_{Qt}^{1}$} -{$-0.056$}{\rm $c_{qd}^{1}$} -{$-0.033$}{\rm $c_{dt}^{8}$} -{$-0.026$}{\rm $c_{\varphi t}$} -{$-0.025$}{\rm $c_{dt}^{1}$} -{$+0.015$}{\rm $c_{qu}^{8}$} -{$-0.014$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.013$}{\rm $c_{ut}^{8}$} -{$+0.013$}{\rm $c_{qt}^{1}$} -{$+0.012$}{\rm $c_{qq}^{1,1}$} -{$-0.011$}{\rm $c_{tZ}$} -{$-0.011$}{\rm $c_{qd}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.701$}{\rm $c_{QQ}^{8}$} +{$-0.582$}{\rm $c_{Qt}^{8}$} +{$+0.354$}{\rm $c_{tt}^{1}$} +{$+0.164$}{\rm $c_{QQ}^{1}$} +{$-0.110$}{\rm $c_{Qt}^{1}$} +{$-0.056$}{\rm $c_{qd}^{1}$} +{$-0.033$}{\rm $c_{dt}^{8}$} +{$-0.026$}{\rm $c_{\varphi t}$} +{$-0.025$}{\rm $c_{dt}^{1}$} +{$+0.015$}{\rm $c_{qu}^{8}$} +{$-0.014$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.013$}{\rm $c_{ut}^{8}$} +{$+0.013$}{\rm $c_{qt}^{1}$} +{$+0.012$}{\rm $c_{qq}^{1,1}$} +{$-0.011$}{\rm $c_{tZ}$} +{$-0.011$}{\rm $c_{qd}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC33} (3.46e-11):}} -{$-0.744$}{\rm $c_{Qt}^{1}$} -{$+0.547$}{\rm $c_{QQ}^{1}$} -{$+0.264$}{\rm $c_{QQ}^{8}$} -{$-0.228$}{\rm $c_{tt}^{1}$} -{$-0.161$}{\rm $c_{Qt}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.744$}{\rm $c_{Qt}^{1}$} +{$+0.547$}{\rm $c_{QQ}^{1}$} +{$+0.264$}{\rm $c_{QQ}^{8}$} +{$-0.228$}{\rm $c_{tt}^{1}$} +{$-0.161$}{\rm $c_{Qt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC34} (3.46e-11):}} -{$-0.720$}{\rm $c_{QQ}^{1}$} -{$-0.568$}{\rm $c_{Qt}^{1}$} -{$+0.360$}{\rm $c_{tt}^{1}$} -{$+0.158$}{\rm $c_{QQ}^{8}$} -{$-0.066$}{\rm $c_{Qt}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.720$}{\rm $c_{QQ}^{1}$} +{$-0.568$}{\rm $c_{Qt}^{1}$} +{$+0.360$}{\rm $c_{tt}^{1}$} +{$+0.158$}{\rm $c_{QQ}^{8}$} +{$-0.066$}{\rm $c_{Qt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC35} (3.46e-11):}} -{$-0.657$}{\rm $c_{Qt}^{8}$} -{$+0.629$}{\rm $c_{QQ}^{8}$} -{$+0.333$}{\rm $c_{Qt}^{1}$} -{$+0.242$}{\rm $c_{tt}^{1}$} -{$+0.057$}{\rm $c_{QQ}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.657$}{\rm $c_{Qt}^{8}$} +{$+0.629$}{\rm $c_{QQ}^{8}$} +{$+0.333$}{\rm $c_{Qt}^{1}$} +{$+0.242$}{\rm $c_{tt}^{1}$} +{$+0.057$}{\rm $c_{QQ}^{1}$} + \nonumber \\ \nonumber \\ \end{document} diff --git a/docs/source/_static/LO_NLO_quadratic/index.html b/docs/source/_static/LO_NLO_quadratic/index.html index fb30f436..696645cb 100644 --- a/docs/source/_static/LO_NLO_quadratic/index.html +++ b/docs/source/_static/LO_NLO_quadratic/index.html @@ -30,26 +30,26 @@
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    - diff --git a/docs/source/_static/LO_NLO_quadratic/meta/coefficient_summary.tex b/docs/source/_static/LO_NLO_quadratic/meta/coefficient_summary.tex index b6edc1db..733e83cc 100644 --- a/docs/source/_static/LO_NLO_quadratic/meta/coefficient_summary.tex +++ b/docs/source/_static/LO_NLO_quadratic/meta/coefficient_summary.tex @@ -62,14 +62,14 @@ & $c_{dt}^{8}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{dt}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{qd}^{8}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} - & $c_{qd}^{1}$ & $\checkmark$ & & $\checkmark$ & + & $c_{qd}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \hline \multirow{5}{*}{4Q} & $c_{QQ}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{QQ}^{8}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{Qt}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{Qt}^{8}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} - & $c_{tt}^{1}$ & $\checkmark$ & & $\checkmark$ & + & $c_{tt}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \hline \multirow{7}{*}{B} & $c_{\varphi G}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} @@ -78,7 +78,7 @@ & $c_{\varphi WB}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{\varphi \Box}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{\varphi D}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} - & $c_{WWW}$ & $\checkmark$ & & $\checkmark$ & + & $c_{WWW}$ & $\checkmark$ & & $\checkmark$ & \\ \hline \hline & Number fitted coefficients & 36 & & 36 & \\ \hline \end{tabular} diff --git a/docs/source/_static/LO_NLO_quadratic/meta/pca_table_NS_GLOBAL_LO_HO.tex b/docs/source/_static/LO_NLO_quadratic/meta/pca_table_NS_GLOBAL_LO_HO.tex index 0f0f3e1c..d06250bf 100644 --- a/docs/source/_static/LO_NLO_quadratic/meta/pca_table_NS_GLOBAL_LO_HO.tex +++ b/docs/source/_static/LO_NLO_quadratic/meta/pca_table_NS_GLOBAL_LO_HO.tex @@ -20,530 +20,530 @@ \begin{document} \noindent \underline{\bf{Principal Components Analysis}:} \rm NS\ \ LO\ quadratic\\ \\ \\ \noindent \textcolor{red}{\underline{\bf{PC00} (5.90e+05):}} -{$+0.699$}{\rm $c_{\varphi G}$} -{$-0.597$}{\rm $c_{\varphi B}$} -{$+0.334$}{\rm $c_{\varphi WB}$} -{$-0.182$}{\rm $c_{\varphi W}$} -{$+0.085$}{\rm $c_{b \varphi}$} -{$-0.036$}{\rm $c_{tW}$} -{$+0.032$}{\rm $c_{tZ}$} -{$+0.028$}{\rm $c_{c \varphi}$} -{$+0.026$}{\rm $c_{tG}$} -{$+0.012$}{\rm $c_{\tau \varphi}$} - \nonumber \\ \nonumber \\ +{$+0.699$}{\rm $c_{\varphi G}$} +{$-0.597$}{\rm $c_{\varphi B}$} +{$+0.334$}{\rm $c_{\varphi WB}$} +{$-0.182$}{\rm $c_{\varphi W}$} +{$+0.085$}{\rm $c_{b \varphi}$} +{$-0.036$}{\rm $c_{tW}$} +{$+0.032$}{\rm $c_{tZ}$} +{$+0.028$}{\rm $c_{c \varphi}$} +{$+0.026$}{\rm $c_{tG}$} +{$+0.012$}{\rm $c_{\tau \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC01} (2.07e+05):}} -{$+0.709$}{\rm $c_{\varphi G}$} -{$+0.594$}{\rm $c_{\varphi B}$} -{$-0.327$}{\rm $c_{\varphi WB}$} -{$+0.181$}{\rm $c_{\varphi W}$} -{$+0.036$}{\rm $c_{tW}$} -{$+0.033$}{\rm $c_{b \varphi}$} -{$-0.032$}{\rm $c_{tZ}$} -{$+0.029$}{\rm $c_{tG}$} -{$+0.011$}{\rm $c_{c \varphi}$} - \nonumber \\ \nonumber \\ +{$+0.709$}{\rm $c_{\varphi G}$} +{$+0.594$}{\rm $c_{\varphi B}$} +{$-0.327$}{\rm $c_{\varphi WB}$} +{$+0.181$}{\rm $c_{\varphi W}$} +{$+0.036$}{\rm $c_{tW}$} +{$+0.033$}{\rm $c_{b \varphi}$} +{$-0.032$}{\rm $c_{tZ}$} +{$+0.029$}{\rm $c_{tG}$} +{$+0.011$}{\rm $c_{c \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC02} (4.25e+03):}} -{$+0.879$}{\rm $c_{\tau \varphi}$} -{$-0.360$}{\rm $c_{b \varphi}$} -{$-0.233$}{\rm $c_{\varphi WB}$} -{$-0.136$}{\rm $c_{\varphi D}$} -{$-0.127$}{\rm $c_{\varphi B}$} -{$-0.087$}{\rm $c_{c \varphi}$} -{$+0.030$}{\rm $c_{\varphi G}$} -{$-0.017$}{\rm $c_{\varphi W}$} -{$+0.013$}{\rm $c_{tG}$} - \nonumber \\ \nonumber \\ +{$+0.879$}{\rm $c_{\tau \varphi}$} +{$-0.360$}{\rm $c_{b \varphi}$} +{$-0.233$}{\rm $c_{\varphi WB}$} +{$-0.136$}{\rm $c_{\varphi D}$} +{$-0.127$}{\rm $c_{\varphi B}$} +{$-0.087$}{\rm $c_{c \varphi}$} +{$+0.030$}{\rm $c_{\varphi G}$} +{$-0.017$}{\rm $c_{\varphi W}$} +{$+0.013$}{\rm $c_{tG}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC03} (2.78e+03):}} -{$-0.747$}{\rm $c_{\varphi WB}$} -{$-0.433$}{\rm $c_{\varphi D}$} -{$-0.397$}{\rm $c_{\varphi B}$} -{$-0.290$}{\rm $c_{\tau \varphi}$} -{$+0.071$}{\rm $c_{c \varphi}$} -{$+0.065$}{\rm $c_{b \varphi}$} -{$-0.050$}{\rm $c_{\varphi W}$} -{$-0.023$}{\rm $c_{tW}$} -{$+0.021$}{\rm $c_{tZ}$} - \nonumber \\ \nonumber \\ +{$-0.747$}{\rm $c_{\varphi WB}$} +{$-0.433$}{\rm $c_{\varphi D}$} +{$-0.397$}{\rm $c_{\varphi B}$} +{$-0.290$}{\rm $c_{\tau \varphi}$} +{$+0.071$}{\rm $c_{c \varphi}$} +{$+0.065$}{\rm $c_{b \varphi}$} +{$-0.050$}{\rm $c_{\varphi W}$} +{$-0.023$}{\rm $c_{tW}$} +{$+0.021$}{\rm $c_{tZ}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC04} (1.88e+03):}} -{$-0.871$}{\rm $c_{b \varphi}$} -{$-0.378$}{\rm $c_{\tau \varphi}$} -{$-0.290$}{\rm $c_{c \varphi}$} -{$+0.079$}{\rm $c_{\varphi G}$} -{$+0.072$}{\rm $c_{tG}$} -{$+0.051$}{\rm $c_{\varphi WB}$} -{$-0.016$}{\rm $c_{\varphi B}$} -{$-0.013$}{\rm $c_{\varphi W}$} - \nonumber \\ \nonumber \\ +{$-0.871$}{\rm $c_{b \varphi}$} +{$-0.378$}{\rm $c_{\tau \varphi}$} +{$-0.290$}{\rm $c_{c \varphi}$} +{$+0.079$}{\rm $c_{\varphi G}$} +{$+0.072$}{\rm $c_{tG}$} +{$+0.051$}{\rm $c_{\varphi WB}$} +{$-0.016$}{\rm $c_{\varphi B}$} +{$-0.013$}{\rm $c_{\varphi W}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC05} (2.86e+02):}} -{$-0.989$}{\rm $c_{tG}$} -{$-0.067$}{\rm $c_{qq}^{1,8}$} -{$-0.064$}{\rm $c_{qt}^{8}$} -{$-0.058$}{\rm $c_{b \varphi}$} -{$+0.045$}{\rm $c_{\varphi G}$} -{$-0.042$}{\rm $c_{c \varphi}$} -{$-0.035$}{\rm $c_{qu}^{8}$} -{$-0.034$}{\rm $c_{ut}^{8}$} -{$-0.023$}{\rm $c_{qd}^{8}$} -{$-0.022$}{\rm $c_{dt}^{8}$} -{$-0.021$}{\rm $c_{qq}^{1,3}$} -{$+0.020$}{\rm $c_{tW}$} -{$-0.017$}{\rm $c_{\varphi \Box}$} -{$+0.016$}{\rm $c_{t \varphi}$} -{$-0.015$}{\rm $c_{\tau \varphi}$} -{$+0.013$}{\rm $c_{\varphi Q}^{(-)}$} - \nonumber \\ \nonumber \\ +{$-0.989$}{\rm $c_{tG}$} +{$-0.067$}{\rm $c_{qq}^{1,8}$} +{$-0.064$}{\rm $c_{qt}^{8}$} +{$-0.058$}{\rm $c_{b \varphi}$} +{$+0.045$}{\rm $c_{\varphi G}$} +{$-0.042$}{\rm $c_{c \varphi}$} +{$-0.035$}{\rm $c_{qu}^{8}$} +{$-0.034$}{\rm $c_{ut}^{8}$} +{$-0.023$}{\rm $c_{qd}^{8}$} +{$-0.022$}{\rm $c_{dt}^{8}$} +{$-0.021$}{\rm $c_{qq}^{1,3}$} +{$+0.020$}{\rm $c_{tW}$} +{$-0.017$}{\rm $c_{\varphi \Box}$} +{$+0.016$}{\rm $c_{t \varphi}$} +{$-0.015$}{\rm $c_{\tau \varphi}$} +{$+0.013$}{\rm $c_{\varphi Q}^{(-)}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC06} (2.18e+02):}} -{$-0.950$}{\rm $c_{qq}^{1,3}$} -{$+0.300$}{\rm $c_{\varphi Q}^{3}$} -{$+0.082$}{\rm $c_{tW}$} -{$+0.023$}{\rm $c_{tG}$} -{$+0.014$}{\rm $c_{c \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.950$}{\rm $c_{qq}^{1,3}$} +{$+0.300$}{\rm $c_{\varphi Q}^{3}$} +{$+0.082$}{\rm $c_{tW}$} +{$+0.023$}{\rm $c_{tG}$} +{$+0.014$}{\rm $c_{c \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC07} (1.02e+02):}} -{$-0.868$}{\rm $c_{c \varphi}$} -{$-0.372$}{\rm $c_{\varphi W}$} -{$+0.286$}{\rm $c_{b \varphi}$} -{$+0.100$}{\rm $c_{tW}$} -{$+0.072$}{\rm $c_{\varphi B}$} -{$-0.070$}{\rm $c_{\varphi \Box}$} -{$-0.065$}{\rm $c_{\varphi WB}$} -{$-0.026$}{\rm $c_{\varphi D}$} -{$+0.021$}{\rm $c_{tG}$} -{$+0.013$}{\rm $c_{\tau \varphi}$} -{$+0.013$}{\rm $c_{t \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.868$}{\rm $c_{c \varphi}$} +{$-0.372$}{\rm $c_{\varphi W}$} +{$+0.286$}{\rm $c_{b \varphi}$} +{$+0.100$}{\rm $c_{tW}$} +{$+0.072$}{\rm $c_{\varphi B}$} +{$-0.070$}{\rm $c_{\varphi \Box}$} +{$-0.065$}{\rm $c_{\varphi WB}$} +{$-0.026$}{\rm $c_{\varphi D}$} +{$+0.021$}{\rm $c_{tG}$} +{$+0.013$}{\rm $c_{\tau \varphi}$} +{$+0.013$}{\rm $c_{t \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC08} (8.28e+01):}} -{$-0.989$}{\rm $c_{tW}$} -{$-0.088$}{\rm $c_{c \varphi}$} -{$-0.084$}{\rm $c_{qq}^{1,3}$} -{$+0.060$}{\rm $c_{\varphi B}$} -{$+0.026$}{\rm $c_{b \varphi}$} -{$-0.024$}{\rm $c_{\varphi W}$} -{$-0.019$}{\rm $c_{tG}$} -{$+0.017$}{\rm $c_{qq}^{1,8}$} -{$+0.012$}{\rm $c_{\varphi Q}^{3}$} -{$-0.011$}{\rm $c_{\varphi WB}$} -{$+0.011$}{\rm $c_{ut}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.989$}{\rm $c_{tW}$} +{$-0.088$}{\rm $c_{c \varphi}$} +{$-0.084$}{\rm $c_{qq}^{1,3}$} +{$+0.060$}{\rm $c_{\varphi B}$} +{$+0.026$}{\rm $c_{b \varphi}$} +{$-0.024$}{\rm $c_{\varphi W}$} +{$-0.019$}{\rm $c_{tG}$} +{$+0.017$}{\rm $c_{qq}^{1,8}$} +{$+0.012$}{\rm $c_{\varphi Q}^{3}$} +{$-0.011$}{\rm $c_{\varphi WB}$} +{$+0.011$}{\rm $c_{ut}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC09} (5.20e+01):}} -{$+0.568$}{\rm $c_{qt}^{8}$} -{$-0.514$}{\rm $c_{qq}^{1,8}$} -{$+0.405$}{\rm $c_{qu}^{8}$} -{$-0.372$}{\rm $c_{ut}^{8}$} -{$-0.247$}{\rm $c_{qq}^{8,3}$} -{$+0.163$}{\rm $c_{qd}^{8}$} -{$-0.147$}{\rm $c_{dt}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.568$}{\rm $c_{qt}^{8}$} +{$-0.514$}{\rm $c_{qq}^{1,8}$} +{$+0.405$}{\rm $c_{qu}^{8}$} +{$-0.372$}{\rm $c_{ut}^{8}$} +{$-0.247$}{\rm $c_{qq}^{8,3}$} +{$+0.163$}{\rm $c_{qd}^{8}$} +{$-0.147$}{\rm $c_{dt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC10} (2.29e+01):}} -{$-0.570$}{\rm $c_{\varphi W}$} -{$+0.455$}{\rm $c_{qq}^{1,8}$} -{$+0.395$}{\rm $c_{qt}^{8}$} -{$+0.265$}{\rm $c_{ut}^{8}$} -{$+0.244$}{\rm $c_{c \varphi}$} -{$+0.233$}{\rm $c_{qu}^{8}$} -{$+0.200$}{\rm $c_{\varphi B}$} -{$-0.171$}{\rm $c_{\varphi D}$} -{$+0.140$}{\rm $c_{dt}^{8}$} -{$+0.126$}{\rm $c_{qd}^{8}$} -{$-0.090$}{\rm $c_{tG}$} -{$-0.080$}{\rm $c_{b \varphi}$} -{$-0.060$}{\rm $c_{qq}^{8,3}$} -{$+0.049$}{\rm $c_{\varphi WB}$} -{$-0.038$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.024$}{\rm $c_{\varphi t}$} -{$-0.018$}{\rm $c_{\varphi Q}^{3}$} -{$+0.018$}{\rm $c_{tW}$} -{$-0.012$}{\rm $c_{t \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.570$}{\rm $c_{\varphi W}$} +{$+0.455$}{\rm $c_{qq}^{1,8}$} +{$+0.395$}{\rm $c_{qt}^{8}$} +{$+0.265$}{\rm $c_{ut}^{8}$} +{$+0.244$}{\rm $c_{c \varphi}$} +{$+0.233$}{\rm $c_{qu}^{8}$} +{$+0.200$}{\rm $c_{\varphi B}$} +{$-0.171$}{\rm $c_{\varphi D}$} +{$+0.140$}{\rm $c_{dt}^{8}$} +{$+0.126$}{\rm $c_{qd}^{8}$} +{$-0.090$}{\rm $c_{tG}$} +{$-0.080$}{\rm $c_{b \varphi}$} +{$-0.060$}{\rm $c_{qq}^{8,3}$} +{$+0.049$}{\rm $c_{\varphi WB}$} +{$-0.038$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.024$}{\rm $c_{\varphi t}$} +{$-0.018$}{\rm $c_{\varphi Q}^{3}$} +{$+0.018$}{\rm $c_{tW}$} +{$-0.012$}{\rm $c_{t \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC11} (2.14e+01):}} -{$-0.615$}{\rm $c_{\varphi W}$} -{$-0.427$}{\rm $c_{qq}^{1,8}$} -{$-0.366$}{\rm $c_{qt}^{8}$} -{$+0.252$}{\rm $c_{c \varphi}$} -{$-0.246$}{\rm $c_{ut}^{8}$} -{$+0.219$}{\rm $c_{\varphi B}$} -{$-0.213$}{\rm $c_{qu}^{8}$} -{$-0.197$}{\rm $c_{\varphi D}$} -{$-0.129$}{\rm $c_{dt}^{8}$} -{$-0.115$}{\rm $c_{qd}^{8}$} -{$-0.071$}{\rm $c_{b \varphi}$} -{$+0.064$}{\rm $c_{qq}^{8,3}$} -{$+0.063$}{\rm $c_{tG}$} -{$+0.056$}{\rm $c_{\varphi WB}$} -{$+0.038$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.026$}{\rm $c_{\varphi t}$} -{$-0.021$}{\rm $c_{t \varphi}$} -{$+0.016$}{\rm $c_{\varphi Q}^{3}$} -{$-0.014$}{\rm $c_{tW}$} -{$+0.013$}{\rm $c_{\varphi \Box}$} - \nonumber \\ \nonumber \\ +{$-0.615$}{\rm $c_{\varphi W}$} +{$-0.427$}{\rm $c_{qq}^{1,8}$} +{$-0.366$}{\rm $c_{qt}^{8}$} +{$+0.252$}{\rm $c_{c \varphi}$} +{$-0.246$}{\rm $c_{ut}^{8}$} +{$+0.219$}{\rm $c_{\varphi B}$} +{$-0.213$}{\rm $c_{qu}^{8}$} +{$-0.197$}{\rm $c_{\varphi D}$} +{$-0.129$}{\rm $c_{dt}^{8}$} +{$-0.115$}{\rm $c_{qd}^{8}$} +{$-0.071$}{\rm $c_{b \varphi}$} +{$+0.064$}{\rm $c_{qq}^{8,3}$} +{$+0.063$}{\rm $c_{tG}$} +{$+0.056$}{\rm $c_{\varphi WB}$} +{$+0.038$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.026$}{\rm $c_{\varphi t}$} +{$-0.021$}{\rm $c_{t \varphi}$} +{$+0.016$}{\rm $c_{\varphi Q}^{3}$} +{$-0.014$}{\rm $c_{tW}$} +{$+0.013$}{\rm $c_{\varphi \Box}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC12} (4.19e+00):}} -{$+0.950$}{\rm $c_{\varphi Q}^{3}$} -{$+0.299$}{\rm $c_{qq}^{1,3}$} -{$+0.064$}{\rm $c_{\varphi D}$} -{$-0.028$}{\rm $c_{\varphi WB}$} -{$-0.024$}{\rm $c_{\varphi W}$} -{$+0.024$}{\rm $c_{qq}^{1,8}$} -{$-0.018$}{\rm $c_{qq}^{8,3}$} -{$-0.016$}{\rm $c_{\varphi \Box}$} -{$+0.014$}{\rm $c_{qt}^{8}$} -{$+0.014$}{\rm $c_{\varphi t}$} -{$-0.013$}{\rm $c_{tW}$} -{$-0.011$}{\rm $c_{\varphi Q}^{(-)}$} - \nonumber \\ \nonumber \\ +{$+0.950$}{\rm $c_{\varphi Q}^{3}$} +{$+0.299$}{\rm $c_{qq}^{1,3}$} +{$+0.064$}{\rm $c_{\varphi D}$} +{$-0.028$}{\rm $c_{\varphi WB}$} +{$-0.024$}{\rm $c_{\varphi W}$} +{$+0.024$}{\rm $c_{qq}^{1,8}$} +{$-0.018$}{\rm $c_{qq}^{8,3}$} +{$-0.016$}{\rm $c_{\varphi \Box}$} +{$+0.014$}{\rm $c_{qt}^{8}$} +{$+0.014$}{\rm $c_{\varphi t}$} +{$-0.013$}{\rm $c_{tW}$} +{$-0.011$}{\rm $c_{\varphi Q}^{(-)}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC13} (2.76e+00):}} -{$+0.836$}{\rm $c_{\varphi D}$} -{$-0.390$}{\rm $c_{\varphi WB}$} -{$-0.286$}{\rm $c_{\varphi W}$} -{$-0.151$}{\rm $c_{\varphi \Box}$} -{$-0.130$}{\rm $c_{\varphi B}$} -{$+0.112$}{\rm $c_{c \varphi}$} -{$-0.070$}{\rm $c_{\varphi Q}^{3}$} -{$+0.055$}{\rm $c_{WWW}$} -{$-0.047$}{\rm $c_{b \varphi}$} -{$+0.044$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.028$}{\rm $c_{t \varphi}$} -{$+0.027$}{\rm $c_{qq}^{8,3}$} -{$-0.022$}{\rm $c_{qq}^{1,3}$} -{$-0.016$}{\rm $c_{\varphi t}$} -{$-0.016$}{\rm $c_{tZ}$} -{$-0.016$}{\rm $c_{qq}^{1,8}$} - \nonumber \\ \nonumber \\ +{$+0.836$}{\rm $c_{\varphi D}$} +{$-0.390$}{\rm $c_{\varphi WB}$} +{$-0.286$}{\rm $c_{\varphi W}$} +{$-0.151$}{\rm $c_{\varphi \Box}$} +{$-0.130$}{\rm $c_{\varphi B}$} +{$+0.112$}{\rm $c_{c \varphi}$} +{$-0.070$}{\rm $c_{\varphi Q}^{3}$} +{$+0.055$}{\rm $c_{WWW}$} +{$-0.047$}{\rm $c_{b \varphi}$} +{$+0.044$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.028$}{\rm $c_{t \varphi}$} +{$+0.027$}{\rm $c_{qq}^{8,3}$} +{$-0.022$}{\rm $c_{qq}^{1,3}$} +{$-0.016$}{\rm $c_{\varphi t}$} +{$-0.016$}{\rm $c_{tZ}$} +{$-0.016$}{\rm $c_{qq}^{1,8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC14} (1.83e+00):}} -{$+0.741$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.483$}{\rm $c_{\varphi t}$} -{$+0.287$}{\rm $c_{ut}^{8}$} -{$+0.221$}{\rm $c_{qu}^{8}$} -{$-0.178$}{\rm $c_{qq}^{1,8}$} -{$+0.156$}{\rm $c_{qq}^{8,3}$} -{$+0.127$}{\rm $c_{dt}^{8}$} -{$+0.068$}{\rm $c_{qd}^{8}$} -{$-0.051$}{\rm $c_{t \varphi}$} -{$+0.047$}{\rm $c_{\varphi \Box}$} -{$-0.047$}{\rm $c_{qt}^{8}$} -{$-0.034$}{\rm $c_{\varphi D}$} -{$+0.026$}{\rm $c_{\varphi Q}^{3}$} -{$+0.017$}{\rm $c_{\varphi WB}$} -{$+0.016$}{\rm $c_{tZ}$} -{$-0.016$}{\rm $c_{WWW}$} -{$-0.016$}{\rm $c_{c \varphi}$} -{$+0.015$}{\rm $c_{\varphi W}$} -{$+0.011$}{\rm $c_{qq}^{1,3}$} - \nonumber \\ \nonumber \\ +{$+0.741$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.483$}{\rm $c_{\varphi t}$} +{$+0.287$}{\rm $c_{ut}^{8}$} +{$+0.221$}{\rm $c_{qu}^{8}$} +{$-0.178$}{\rm $c_{qq}^{1,8}$} +{$+0.156$}{\rm $c_{qq}^{8,3}$} +{$+0.127$}{\rm $c_{dt}^{8}$} +{$+0.068$}{\rm $c_{qd}^{8}$} +{$-0.051$}{\rm $c_{t \varphi}$} +{$+0.047$}{\rm $c_{\varphi \Box}$} +{$-0.047$}{\rm $c_{qt}^{8}$} +{$-0.034$}{\rm $c_{\varphi D}$} +{$+0.026$}{\rm $c_{\varphi Q}^{3}$} +{$+0.017$}{\rm $c_{\varphi WB}$} +{$+0.016$}{\rm $c_{tZ}$} +{$-0.016$}{\rm $c_{WWW}$} +{$-0.016$}{\rm $c_{c \varphi}$} +{$+0.015$}{\rm $c_{\varphi W}$} +{$+0.011$}{\rm $c_{qq}^{1,3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC15} (6.57e-01):}} -{$-0.835$}{\rm $c_{\varphi \Box}$} -{$+0.402$}{\rm $c_{t \varphi}$} -{$+0.258$}{\rm $c_{qq}^{8,3}$} -{$+0.131$}{\rm $c_{qu}^{8}$} -{$-0.108$}{\rm $c_{\varphi D}$} -{$-0.105$}{\rm $c_{qq}^{1,8}$} -{$+0.088$}{\rm $c_{qd}^{8}$} -{$+0.072$}{\rm $c_{ut}^{8}$} -{$-0.064$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.057$}{\rm $c_{dt}^{8}$} -{$+0.051$}{\rm $c_{c \varphi}$} -{$+0.050$}{\rm $c_{\varphi W}$} -{$-0.048$}{\rm $c_{WWW}$} -{$+0.048$}{\rm $c_{\varphi WB}$} -{$+0.044$}{\rm $c_{\varphi t}$} -{$-0.041$}{\rm $c_{qt}^{8}$} -{$+0.016$}{\rm $c_{tG}$} -{$+0.014$}{\rm $c_{\varphi B}$} -{$+0.011$}{\rm $c_{tt}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.835$}{\rm $c_{\varphi \Box}$} +{$+0.402$}{\rm $c_{t \varphi}$} +{$+0.258$}{\rm $c_{qq}^{8,3}$} +{$+0.131$}{\rm $c_{qu}^{8}$} +{$-0.108$}{\rm $c_{\varphi D}$} +{$-0.105$}{\rm $c_{qq}^{1,8}$} +{$+0.088$}{\rm $c_{qd}^{8}$} +{$+0.072$}{\rm $c_{ut}^{8}$} +{$-0.064$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.057$}{\rm $c_{dt}^{8}$} +{$+0.051$}{\rm $c_{c \varphi}$} +{$+0.050$}{\rm $c_{\varphi W}$} +{$-0.048$}{\rm $c_{WWW}$} +{$+0.048$}{\rm $c_{\varphi WB}$} +{$+0.044$}{\rm $c_{\varphi t}$} +{$-0.041$}{\rm $c_{qt}^{8}$} +{$+0.016$}{\rm $c_{tG}$} +{$+0.014$}{\rm $c_{\varphi B}$} +{$+0.011$}{\rm $c_{tt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC16} (6.30e-01):}} -{$-0.679$}{\rm $c_{qq}^{8,3}$} -{$-0.356$}{\rm $c_{qu}^{8}$} -{$+0.318$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.267$}{\rm $c_{\varphi \Box}$} -{$+0.236$}{\rm $c_{qq}^{1,8}$} -{$+0.223$}{\rm $c_{t \varphi}$} -{$-0.202$}{\rm $c_{\varphi t}$} -{$-0.195$}{\rm $c_{qd}^{8}$} -{$-0.181$}{\rm $c_{ut}^{8}$} -{$-0.106$}{\rm $c_{dt}^{8}$} -{$+0.084$}{\rm $c_{qt}^{8}$} -{$+0.049$}{\rm $c_{WWW}$} -{$-0.028$}{\rm $c_{\varphi D}$} -{$+0.022$}{\rm $c_{c \varphi}$} -{$+0.019$}{\rm $c_{tG}$} -{$-0.016$}{\rm $c_{\varphi Q}^{3}$} -{$+0.012$}{\rm $c_{\varphi WB}$} - \nonumber \\ \nonumber \\ +{$-0.679$}{\rm $c_{qq}^{8,3}$} +{$-0.356$}{\rm $c_{qu}^{8}$} +{$+0.318$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.267$}{\rm $c_{\varphi \Box}$} +{$+0.236$}{\rm $c_{qq}^{1,8}$} +{$+0.223$}{\rm $c_{t \varphi}$} +{$-0.202$}{\rm $c_{\varphi t}$} +{$-0.195$}{\rm $c_{qd}^{8}$} +{$-0.181$}{\rm $c_{ut}^{8}$} +{$-0.106$}{\rm $c_{dt}^{8}$} +{$+0.084$}{\rm $c_{qt}^{8}$} +{$+0.049$}{\rm $c_{WWW}$} +{$-0.028$}{\rm $c_{\varphi D}$} +{$+0.022$}{\rm $c_{c \varphi}$} +{$+0.019$}{\rm $c_{tG}$} +{$-0.016$}{\rm $c_{\varphi Q}^{3}$} +{$+0.012$}{\rm $c_{\varphi WB}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC17} (3.77e-01):}} -{$-0.729$}{\rm $c_{WWW}$} -{$+0.377$}{\rm $c_{qq}^{8,3}$} -{$-0.297$}{\rm $c_{ut}^{8}$} -{$+0.293$}{\rm $c_{qt}^{8}$} -{$-0.231$}{\rm $c_{qu}^{8}$} -{$+0.181$}{\rm $c_{qq}^{1,8}$} -{$-0.153$}{\rm $c_{dt}^{8}$} -{$+0.139$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.120$}{\rm $c_{qd}^{8}$} -{$-0.073$}{\rm $c_{\varphi t}$} -{$-0.045$}{\rm $c_{t \varphi}$} -{$+0.025$}{\rm $c_{\varphi D}$} -{$-0.012$}{\rm $c_{\varphi WB}$} -{$+0.012$}{\rm $c_{tt}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.729$}{\rm $c_{WWW}$} +{$+0.377$}{\rm $c_{qq}^{8,3}$} +{$-0.297$}{\rm $c_{ut}^{8}$} +{$+0.293$}{\rm $c_{qt}^{8}$} +{$-0.231$}{\rm $c_{qu}^{8}$} +{$+0.181$}{\rm $c_{qq}^{1,8}$} +{$-0.153$}{\rm $c_{dt}^{8}$} +{$+0.139$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.120$}{\rm $c_{qd}^{8}$} +{$-0.073$}{\rm $c_{\varphi t}$} +{$-0.045$}{\rm $c_{t \varphi}$} +{$+0.025$}{\rm $c_{\varphi D}$} +{$-0.012$}{\rm $c_{\varphi WB}$} +{$+0.012$}{\rm $c_{tt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC18} (3.68e-01):}} -{$+0.678$}{\rm $c_{WWW}$} -{$+0.472$}{\rm $c_{qq}^{8,3}$} -{$+0.308$}{\rm $c_{qt}^{8}$} -{$-0.291$}{\rm $c_{ut}^{8}$} -{$-0.208$}{\rm $c_{qu}^{8}$} -{$+0.168$}{\rm $c_{qq}^{1,8}$} -{$-0.152$}{\rm $c_{dt}^{8}$} -{$+0.124$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.112$}{\rm $c_{qd}^{8}$} -{$-0.087$}{\rm $c_{\varphi t}$} -{$-0.061$}{\rm $c_{t \varphi}$} -{$-0.047$}{\rm $c_{\varphi D}$} -{$-0.044$}{\rm $c_{\varphi \Box}$} -{$+0.023$}{\rm $c_{\varphi WB}$} -{$+0.023$}{\rm $c_{\varphi W}$} - \nonumber \\ \nonumber \\ +{$+0.678$}{\rm $c_{WWW}$} +{$+0.472$}{\rm $c_{qq}^{8,3}$} +{$+0.308$}{\rm $c_{qt}^{8}$} +{$-0.291$}{\rm $c_{ut}^{8}$} +{$-0.208$}{\rm $c_{qu}^{8}$} +{$+0.168$}{\rm $c_{qq}^{1,8}$} +{$-0.152$}{\rm $c_{dt}^{8}$} +{$+0.124$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.112$}{\rm $c_{qd}^{8}$} +{$-0.087$}{\rm $c_{\varphi t}$} +{$-0.061$}{\rm $c_{t \varphi}$} +{$-0.047$}{\rm $c_{\varphi D}$} +{$-0.044$}{\rm $c_{\varphi \Box}$} +{$+0.023$}{\rm $c_{\varphi WB}$} +{$+0.023$}{\rm $c_{\varphi W}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC19} (1.94e-01):}} -{$-0.882$}{\rm $c_{t \varphi}$} -{$-0.444$}{\rm $c_{\varphi \Box}$} -{$-0.116$}{\rm $c_{qq}^{8,3}$} -{$-0.073$}{\rm $c_{\varphi D}$} -{$+0.049$}{\rm $c_{\varphi W}$} -{$-0.037$}{\rm $c_{tZ}$} -{$+0.033$}{\rm $c_{\varphi WB}$} -{$-0.026$}{\rm $c_{qt}^{8}$} -{$-0.020$}{\rm $c_{WWW}$} -{$-0.015$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.014$}{\rm $c_{ut}^{8}$} -{$-0.012$}{\rm $c_{qu}^{8}$} -{$-0.011$}{\rm $c_{qd}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.882$}{\rm $c_{t \varphi}$} +{$-0.444$}{\rm $c_{\varphi \Box}$} +{$-0.116$}{\rm $c_{qq}^{8,3}$} +{$-0.073$}{\rm $c_{\varphi D}$} +{$+0.049$}{\rm $c_{\varphi W}$} +{$-0.037$}{\rm $c_{tZ}$} +{$+0.033$}{\rm $c_{\varphi WB}$} +{$-0.026$}{\rm $c_{qt}^{8}$} +{$-0.020$}{\rm $c_{WWW}$} +{$-0.015$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.014$}{\rm $c_{ut}^{8}$} +{$-0.012$}{\rm $c_{qu}^{8}$} +{$-0.011$}{\rm $c_{qd}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC20} (6.12e-02):}} -{$-0.737$}{\rm $c_{tt}^{1}$} -{$-0.423$}{\rm $c_{Qt}^{8}$} -{$-0.362$}{\rm $c_{QQ}^{1}$} -{$+0.216$}{\rm $c_{qq}^{1,1}$} -{$+0.177$}{\rm $c_{qt}^{1}$} -{$+0.143$}{\rm $c_{ut}^{1}$} -{$-0.129$}{\rm $c_{QQ}^{8}$} -{$+0.112$}{\rm $c_{qu}^{1}$} -{$+0.072$}{\rm $c_{dt}^{1}$} -{$+0.063$}{\rm $c_{qd}^{1}$} -{$+0.059$}{\rm $c_{qd}^{8}$} -{$+0.048$}{\rm $c_{dt}^{8}$} -{$+0.036$}{\rm $c_{\varphi t}$} -{$-0.036$}{\rm $c_{ut}^{8}$} -{$+0.034$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.025$}{\rm $c_{qu}^{8}$} -{$+0.018$}{\rm $c_{tZ}$} -{$-0.013$}{\rm $c_{\varphi \Box}$} -{$+0.012$}{\rm $c_{qq}^{8,3}$} - \nonumber \\ \nonumber \\ +{$-0.737$}{\rm $c_{tt}^{1}$} +{$-0.423$}{\rm $c_{Qt}^{8}$} +{$-0.362$}{\rm $c_{QQ}^{1}$} +{$+0.216$}{\rm $c_{qq}^{1,1}$} +{$+0.177$}{\rm $c_{qt}^{1}$} +{$+0.143$}{\rm $c_{ut}^{1}$} +{$-0.129$}{\rm $c_{QQ}^{8}$} +{$+0.112$}{\rm $c_{qu}^{1}$} +{$+0.072$}{\rm $c_{dt}^{1}$} +{$+0.063$}{\rm $c_{qd}^{1}$} +{$+0.059$}{\rm $c_{qd}^{8}$} +{$+0.048$}{\rm $c_{dt}^{8}$} +{$+0.036$}{\rm $c_{\varphi t}$} +{$-0.036$}{\rm $c_{ut}^{8}$} +{$+0.034$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.025$}{\rm $c_{qu}^{8}$} +{$+0.018$}{\rm $c_{tZ}$} +{$-0.013$}{\rm $c_{\varphi \Box}$} +{$+0.012$}{\rm $c_{qq}^{8,3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC21} (2.60e-02):}} -{$-0.571$}{\rm $c_{qd}^{8}$} -{$-0.536$}{\rm $c_{dt}^{8}$} -{$+0.380$}{\rm $c_{qu}^{8}$} -{$+0.362$}{\rm $c_{\varphi t}$} -{$+0.198$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.197$}{\rm $c_{ut}^{8}$} -{$+0.150$}{\rm $c_{tZ}$} -{$+0.062$}{\rm $c_{qq}^{1,8}$} -{$-0.058$}{\rm $c_{qt}^{8}$} -{$-0.044$}{\rm $c_{tt}^{1}$} -{$-0.022$}{\rm $c_{QQ}^{1}$} -{$+0.018$}{\rm $c_{qt}^{1}$} -{$-0.018$}{\rm $c_{\varphi \Box}$} -{$-0.015$}{\rm $c_{Qt}^{8}$} -{$+0.012$}{\rm $c_{qu}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.571$}{\rm $c_{qd}^{8}$} +{$-0.536$}{\rm $c_{dt}^{8}$} +{$+0.380$}{\rm $c_{qu}^{8}$} +{$+0.362$}{\rm $c_{\varphi t}$} +{$+0.198$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.197$}{\rm $c_{ut}^{8}$} +{$+0.150$}{\rm $c_{tZ}$} +{$+0.062$}{\rm $c_{qq}^{1,8}$} +{$-0.058$}{\rm $c_{qt}^{8}$} +{$-0.044$}{\rm $c_{tt}^{1}$} +{$-0.022$}{\rm $c_{QQ}^{1}$} +{$+0.018$}{\rm $c_{qt}^{1}$} +{$-0.018$}{\rm $c_{\varphi \Box}$} +{$-0.015$}{\rm $c_{Qt}^{8}$} +{$+0.012$}{\rm $c_{qu}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC22} (2.35e-02):}} -{$-0.674$}{\rm $c_{\varphi t}$} -{$-0.479$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.354$}{\rm $c_{qd}^{8}$} -{$-0.271$}{\rm $c_{tZ}$} -{$+0.216$}{\rm $c_{ut}^{8}$} -{$-0.211$}{\rm $c_{dt}^{8}$} -{$+0.082$}{\rm $c_{qt}^{8}$} -{$-0.072$}{\rm $c_{tt}^{1}$} -{$-0.070$}{\rm $c_{qq}^{1,8}$} -{$+0.066$}{\rm $c_{qu}^{8}$} -{$-0.035$}{\rm $c_{QQ}^{1}$} -{$+0.030$}{\rm $c_{qt}^{1}$} -{$-0.024$}{\rm $c_{Qt}^{8}$} -{$+0.024$}{\rm $c_{t \varphi}$} -{$+0.019$}{\rm $c_{qu}^{1}$} -{$-0.015$}{\rm $c_{\varphi B}$} -{$-0.014$}{\rm $c_{WWW}$} -{$+0.011$}{\rm $c_{qd}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.674$}{\rm $c_{\varphi t}$} +{$-0.479$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.354$}{\rm $c_{qd}^{8}$} +{$-0.271$}{\rm $c_{tZ}$} +{$+0.216$}{\rm $c_{ut}^{8}$} +{$-0.211$}{\rm $c_{dt}^{8}$} +{$+0.082$}{\rm $c_{qt}^{8}$} +{$-0.072$}{\rm $c_{tt}^{1}$} +{$-0.070$}{\rm $c_{qq}^{1,8}$} +{$+0.066$}{\rm $c_{qu}^{8}$} +{$-0.035$}{\rm $c_{QQ}^{1}$} +{$+0.030$}{\rm $c_{qt}^{1}$} +{$-0.024$}{\rm $c_{Qt}^{8}$} +{$+0.024$}{\rm $c_{t \varphi}$} +{$+0.019$}{\rm $c_{qu}^{1}$} +{$-0.015$}{\rm $c_{\varphi B}$} +{$-0.014$}{\rm $c_{WWW}$} +{$+0.011$}{\rm $c_{qd}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC23} (7.57e-03):}} -{$+0.566$}{\rm $c_{ut}^{8}$} -{$-0.533$}{\rm $c_{qu}^{8}$} -{$+0.413$}{\rm $c_{qt}^{8}$} -{$-0.404$}{\rm $c_{qq}^{1,8}$} -{$+0.232$}{\rm $c_{\varphi t}$} -{$-0.083$}{\rm $c_{qd}^{8}$} -{$+0.036$}{\rm $c_{tZ}$} -{$+0.025$}{\rm $c_{\varphi Q}^{(-)}$} - \nonumber \\ \nonumber \\ +{$+0.566$}{\rm $c_{ut}^{8}$} +{$-0.533$}{\rm $c_{qu}^{8}$} +{$+0.413$}{\rm $c_{qt}^{8}$} +{$-0.404$}{\rm $c_{qq}^{1,8}$} +{$+0.232$}{\rm $c_{\varphi t}$} +{$-0.083$}{\rm $c_{qd}^{8}$} +{$+0.036$}{\rm $c_{tZ}$} +{$+0.025$}{\rm $c_{\varphi Q}^{(-)}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC24} (3.54e-03):}} -{$-0.482$}{\rm $c_{QQ}^{8}$} -{$-0.462$}{\rm $c_{qt}^{1}$} -{$-0.401$}{\rm $c_{Qt}^{8}$} -{$+0.344$}{\rm $c_{qq}^{1,1}$} -{$-0.296$}{\rm $c_{qu}^{1}$} -{$+0.239$}{\rm $c_{tt}^{1}$} -{$+0.213$}{\rm $c_{ut}^{1}$} -{$-0.173$}{\rm $c_{qd}^{1}$} -{$+0.129$}{\rm $c_{dt}^{1}$} -{$+0.111$}{\rm $c_{QQ}^{1}$} -{$-0.104$}{\rm $c_{qd}^{8}$} -{$+0.080$}{\rm $c_{dt}^{8}$} -{$-0.075$}{\rm $c_{Qt}^{1}$} -{$+0.038$}{\rm $c_{tZ}$} -{$+0.025$}{\rm $c_{qu}^{8}$} -{$-0.019$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.017$}{\rm $c_{\varphi t}$} -{$-0.013$}{\rm $c_{ut}^{8}$} -{$+0.013$}{\rm $c_{qt}^{8}$} -{$-0.013$}{\rm $c_{qq}^{1,8}$} - \nonumber \\ \nonumber \\ +{$-0.482$}{\rm $c_{QQ}^{8}$} +{$-0.462$}{\rm $c_{qt}^{1}$} +{$-0.401$}{\rm $c_{Qt}^{8}$} +{$+0.344$}{\rm $c_{qq}^{1,1}$} +{$-0.296$}{\rm $c_{qu}^{1}$} +{$+0.239$}{\rm $c_{tt}^{1}$} +{$+0.213$}{\rm $c_{ut}^{1}$} +{$-0.173$}{\rm $c_{qd}^{1}$} +{$+0.129$}{\rm $c_{dt}^{1}$} +{$+0.111$}{\rm $c_{QQ}^{1}$} +{$-0.104$}{\rm $c_{qd}^{8}$} +{$+0.080$}{\rm $c_{dt}^{8}$} +{$-0.075$}{\rm $c_{Qt}^{1}$} +{$+0.038$}{\rm $c_{tZ}$} +{$+0.025$}{\rm $c_{qu}^{8}$} +{$-0.019$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.017$}{\rm $c_{\varphi t}$} +{$-0.013$}{\rm $c_{ut}^{8}$} +{$+0.013$}{\rm $c_{qt}^{8}$} +{$-0.013$}{\rm $c_{qq}^{1,8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC25} (2.61e-03):}} -{$-0.707$}{\rm $c_{dt}^{8}$} -{$+0.615$}{\rm $c_{qd}^{8}$} -{$+0.177$}{\rm $c_{tZ}$} -{$+0.168$}{\rm $c_{ut}^{8}$} -{$-0.130$}{\rm $c_{\varphi t}$} -{$-0.110$}{\rm $c_{qu}^{8}$} -{$-0.095$}{\rm $c_{qt}^{8}$} -{$+0.090$}{\rm $c_{qq}^{1,8}$} -{$-0.059$}{\rm $c_{QQ}^{8}$} -{$-0.055$}{\rm $c_{qt}^{1}$} -{$-0.050$}{\rm $c_{Qt}^{8}$} -{$+0.042$}{\rm $c_{qq}^{1,1}$} -{$-0.037$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.035$}{\rm $c_{qu}^{1}$} -{$+0.026$}{\rm $c_{tt}^{1}$} -{$+0.026$}{\rm $c_{ut}^{1}$} -{$-0.021$}{\rm $c_{qd}^{1}$} -{$+0.016$}{\rm $c_{dt}^{1}$} -{$+0.012$}{\rm $c_{QQ}^{1}$} -{$-0.011$}{\rm $c_{qq}^{8,3}$} - \nonumber \\ \nonumber \\ +{$-0.707$}{\rm $c_{dt}^{8}$} +{$+0.615$}{\rm $c_{qd}^{8}$} +{$+0.177$}{\rm $c_{tZ}$} +{$+0.168$}{\rm $c_{ut}^{8}$} +{$-0.130$}{\rm $c_{\varphi t}$} +{$-0.110$}{\rm $c_{qu}^{8}$} +{$-0.095$}{\rm $c_{qt}^{8}$} +{$+0.090$}{\rm $c_{qq}^{1,8}$} +{$-0.059$}{\rm $c_{QQ}^{8}$} +{$-0.055$}{\rm $c_{qt}^{1}$} +{$-0.050$}{\rm $c_{Qt}^{8}$} +{$+0.042$}{\rm $c_{qq}^{1,1}$} +{$-0.037$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.035$}{\rm $c_{qu}^{1}$} +{$+0.026$}{\rm $c_{tt}^{1}$} +{$+0.026$}{\rm $c_{ut}^{1}$} +{$-0.021$}{\rm $c_{qd}^{1}$} +{$+0.016$}{\rm $c_{dt}^{1}$} +{$+0.012$}{\rm $c_{QQ}^{1}$} +{$-0.011$}{\rm $c_{qq}^{8,3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC26} (2.10e-03):}} -{$-0.930$}{\rm $c_{tZ}$} -{$+0.229$}{\rm $c_{\varphi t}$} -{$+0.182$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.155$}{\rm $c_{dt}^{8}$} -{$+0.121$}{\rm $c_{qd}^{8}$} -{$-0.041$}{\rm $c_{\varphi B}$} -{$-0.034$}{\rm $c_{QQ}^{8}$} -{$-0.033$}{\rm $c_{qt}^{8}$} -{$-0.032$}{\rm $c_{qt}^{1}$} -{$+0.030$}{\rm $c_{qq}^{1,8}$} -{$+0.030$}{\rm $c_{t \varphi}$} -{$-0.029$}{\rm $c_{Qt}^{8}$} -{$+0.025$}{\rm $c_{qq}^{1,1}$} -{$-0.024$}{\rm $c_{\varphi D}$} -{$+0.022$}{\rm $c_{ut}^{8}$} -{$-0.020$}{\rm $c_{qu}^{1}$} -{$+0.016$}{\rm $c_{\varphi \Box}$} -{$+0.015$}{\rm $c_{ut}^{1}$} -{$+0.014$}{\rm $c_{tt}^{1}$} -{$-0.012$}{\rm $c_{qd}^{1}$} -{$-0.011$}{\rm $c_{\varphi W}$} -{$+0.011$}{\rm $c_{\varphi WB}$} - \nonumber \\ \nonumber \\ +{$-0.930$}{\rm $c_{tZ}$} +{$+0.229$}{\rm $c_{\varphi t}$} +{$+0.182$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.155$}{\rm $c_{dt}^{8}$} +{$+0.121$}{\rm $c_{qd}^{8}$} +{$-0.041$}{\rm $c_{\varphi B}$} +{$-0.034$}{\rm $c_{QQ}^{8}$} +{$-0.033$}{\rm $c_{qt}^{8}$} +{$-0.032$}{\rm $c_{qt}^{1}$} +{$+0.030$}{\rm $c_{qq}^{1,8}$} +{$+0.030$}{\rm $c_{t \varphi}$} +{$-0.029$}{\rm $c_{Qt}^{8}$} +{$+0.025$}{\rm $c_{qq}^{1,1}$} +{$-0.024$}{\rm $c_{\varphi D}$} +{$+0.022$}{\rm $c_{ut}^{8}$} +{$-0.020$}{\rm $c_{qu}^{1}$} +{$+0.016$}{\rm $c_{\varphi \Box}$} +{$+0.015$}{\rm $c_{ut}^{1}$} +{$+0.014$}{\rm $c_{tt}^{1}$} +{$-0.012$}{\rm $c_{qd}^{1}$} +{$-0.011$}{\rm $c_{\varphi W}$} +{$+0.011$}{\rm $c_{\varphi WB}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC27} (1.06e-10):}} -{$+0.912$}{\rm $c_{qq}^{1,1}$} -{$+0.255$}{\rm $c_{Qt}^{8}$} -{$+0.215$}{\rm $c_{QQ}^{8}$} -{$+0.135$}{\rm $c_{qt}^{1}$} -{$-0.116$}{\rm $c_{ut}^{1}$} -{$+0.087$}{\rm $c_{qu}^{1}$} -{$+0.084$}{\rm $c_{tt}^{1}$} -{$-0.067$}{\rm $c_{dt}^{1}$} -{$+0.051$}{\rm $c_{qd}^{1}$} -{$+0.044$}{\rm $c_{QQ}^{1}$} -{$+0.028$}{\rm $c_{Qt}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.912$}{\rm $c_{qq}^{1,1}$} +{$+0.255$}{\rm $c_{Qt}^{8}$} +{$+0.215$}{\rm $c_{QQ}^{8}$} +{$+0.135$}{\rm $c_{qt}^{1}$} +{$-0.116$}{\rm $c_{ut}^{1}$} +{$+0.087$}{\rm $c_{qu}^{1}$} +{$+0.084$}{\rm $c_{tt}^{1}$} +{$-0.067$}{\rm $c_{dt}^{1}$} +{$+0.051$}{\rm $c_{qd}^{1}$} +{$+0.044$}{\rm $c_{QQ}^{1}$} +{$+0.028$}{\rm $c_{Qt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC28} (5.27e-11):}} -{$+0.986$}{\rm $c_{dt}^{1}$} -{$+0.107$}{\rm $c_{Qt}^{8}$} -{$+0.097$}{\rm $c_{QQ}^{8}$} -{$-0.049$}{\rm $c_{ut}^{1}$} -{$+0.040$}{\rm $c_{qu}^{1}$} -{$+0.033$}{\rm $c_{qt}^{1}$} -{$+0.031$}{\rm $c_{qd}^{1}$} -{$+0.020$}{\rm $c_{tt}^{1}$} -{$+0.013$}{\rm $c_{Qt}^{1}$} -{$+0.011$}{\rm $c_{QQ}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.986$}{\rm $c_{dt}^{1}$} +{$+0.107$}{\rm $c_{Qt}^{8}$} +{$+0.097$}{\rm $c_{QQ}^{8}$} +{$-0.049$}{\rm $c_{ut}^{1}$} +{$+0.040$}{\rm $c_{qu}^{1}$} +{$+0.033$}{\rm $c_{qt}^{1}$} +{$+0.031$}{\rm $c_{qd}^{1}$} +{$+0.020$}{\rm $c_{tt}^{1}$} +{$+0.013$}{\rm $c_{Qt}^{1}$} +{$+0.011$}{\rm $c_{QQ}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC29} (5.27e-11):}} -{$-0.843$}{\rm $c_{qt}^{1}$} -{$-0.297$}{\rm $c_{tt}^{1}$} -{$+0.297$}{\rm $c_{QQ}^{8}$} -{$+0.189$}{\rm $c_{Qt}^{8}$} -{$+0.184$}{\rm $c_{qu}^{1}$} -{$-0.143$}{\rm $c_{QQ}^{1}$} -{$-0.136$}{\rm $c_{ut}^{1}$} -{$+0.052$}{\rm $c_{Qt}^{1}$} -{$-0.040$}{\rm $c_{qd}^{1}$} -{$-0.028$}{\rm $c_{dt}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.843$}{\rm $c_{qt}^{1}$} +{$-0.297$}{\rm $c_{tt}^{1}$} +{$+0.297$}{\rm $c_{QQ}^{8}$} +{$+0.189$}{\rm $c_{Qt}^{8}$} +{$+0.184$}{\rm $c_{qu}^{1}$} +{$-0.143$}{\rm $c_{QQ}^{1}$} +{$-0.136$}{\rm $c_{ut}^{1}$} +{$+0.052$}{\rm $c_{Qt}^{1}$} +{$-0.040$}{\rm $c_{qd}^{1}$} +{$-0.028$}{\rm $c_{dt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC30} (5.27e-11):}} -{$-0.969$}{\rm $c_{qd}^{1}$} -{$+0.193$}{\rm $c_{qu}^{1}$} -{$+0.132$}{\rm $c_{qt}^{1}$} -{$+0.050$}{\rm $c_{QQ}^{8}$} -{$-0.040$}{\rm $c_{tt}^{1}$} -{$+0.037$}{\rm $c_{Qt}^{8}$} -{$-0.022$}{\rm $c_{QQ}^{1}$} -{$+0.010$}{\rm $c_{dt}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.969$}{\rm $c_{qd}^{1}$} +{$+0.193$}{\rm $c_{qu}^{1}$} +{$+0.132$}{\rm $c_{qt}^{1}$} +{$+0.050$}{\rm $c_{QQ}^{8}$} +{$-0.040$}{\rm $c_{tt}^{1}$} +{$+0.037$}{\rm $c_{Qt}^{8}$} +{$-0.022$}{\rm $c_{QQ}^{1}$} +{$+0.010$}{\rm $c_{dt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC31} (5.27e-11):}} -{$+0.892$}{\rm $c_{qu}^{1}$} -{$-0.282$}{\rm $c_{QQ}^{8}$} -{$+0.235$}{\rm $c_{tt}^{1}$} -{$-0.187$}{\rm $c_{Qt}^{8}$} -{$+0.137$}{\rm $c_{qd}^{1}$} -{$+0.094$}{\rm $c_{QQ}^{1}$} -{$-0.063$}{\rm $c_{ut}^{1}$} -{$-0.044$}{\rm $c_{qt}^{1}$} -{$-0.040$}{\rm $c_{Qt}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.892$}{\rm $c_{qu}^{1}$} +{$-0.282$}{\rm $c_{QQ}^{8}$} +{$+0.235$}{\rm $c_{tt}^{1}$} +{$-0.187$}{\rm $c_{Qt}^{8}$} +{$+0.137$}{\rm $c_{qd}^{1}$} +{$+0.094$}{\rm $c_{QQ}^{1}$} +{$-0.063$}{\rm $c_{ut}^{1}$} +{$-0.044$}{\rm $c_{qt}^{1}$} +{$-0.040$}{\rm $c_{Qt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC32} (5.27e-11):}} -{$+0.923$}{\rm $c_{ut}^{1}$} -{$+0.273$}{\rm $c_{Qt}^{8}$} -{$-0.159$}{\rm $c_{QQ}^{1}$} -{$+0.141$}{\rm $c_{qu}^{1}$} -{$+0.107$}{\rm $c_{QQ}^{8}$} -{$+0.100$}{\rm $c_{tt}^{1}$} -{$+0.059$}{\rm $c_{Qt}^{1}$} -{$+0.043$}{\rm $c_{qd}^{1}$} -{$-0.026$}{\rm $c_{qt}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.923$}{\rm $c_{ut}^{1}$} +{$+0.273$}{\rm $c_{Qt}^{8}$} +{$-0.159$}{\rm $c_{QQ}^{1}$} +{$+0.141$}{\rm $c_{qu}^{1}$} +{$+0.107$}{\rm $c_{QQ}^{8}$} +{$+0.100$}{\rm $c_{tt}^{1}$} +{$+0.059$}{\rm $c_{Qt}^{1}$} +{$+0.043$}{\rm $c_{qd}^{1}$} +{$-0.026$}{\rm $c_{qt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC33} (5.27e-11):}} -{$+0.799$}{\rm $c_{QQ}^{1}$} -{$+0.383$}{\rm $c_{QQ}^{8}$} -{$-0.281$}{\rm $c_{Qt}^{8}$} -{$-0.253$}{\rm $c_{tt}^{1}$} -{$+0.206$}{\rm $c_{ut}^{1}$} -{$-0.166$}{\rm $c_{Qt}^{1}$} -{$+0.050$}{\rm $c_{qu}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.799$}{\rm $c_{QQ}^{1}$} +{$+0.383$}{\rm $c_{QQ}^{8}$} +{$-0.281$}{\rm $c_{Qt}^{8}$} +{$-0.253$}{\rm $c_{tt}^{1}$} +{$+0.206$}{\rm $c_{ut}^{1}$} +{$-0.166$}{\rm $c_{Qt}^{1}$} +{$+0.050$}{\rm $c_{qu}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC34} (5.27e-11):}} -{$-0.847$}{\rm $c_{Qt}^{1}$} -{$-0.326$}{\rm $c_{QQ}^{1}$} -{$+0.313$}{\rm $c_{QQ}^{8}$} -{$+0.206$}{\rm $c_{tt}^{1}$} -{$-0.188$}{\rm $c_{Qt}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.847$}{\rm $c_{Qt}^{1}$} +{$-0.326$}{\rm $c_{QQ}^{1}$} +{$+0.313$}{\rm $c_{QQ}^{8}$} +{$+0.206$}{\rm $c_{tt}^{1}$} +{$-0.188$}{\rm $c_{Qt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC35} (5.27e-11):}} -{$-0.564$}{\rm $c_{Qt}^{8}$} -{$+0.515$}{\rm $c_{QQ}^{8}$} -{$+0.490$}{\rm $c_{Qt}^{1}$} -{$+0.351$}{\rm $c_{tt}^{1}$} -{$-0.232$}{\rm $c_{QQ}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.564$}{\rm $c_{Qt}^{8}$} +{$+0.515$}{\rm $c_{QQ}^{8}$} +{$+0.490$}{\rm $c_{Qt}^{1}$} +{$+0.351$}{\rm $c_{tt}^{1}$} +{$-0.232$}{\rm $c_{QQ}^{1}$} + \nonumber \\ \nonumber \\ \end{document} diff --git a/docs/source/_static/LO_NLO_quadratic/meta/pca_table_NS_GLOBAL_NLO_HO.tex b/docs/source/_static/LO_NLO_quadratic/meta/pca_table_NS_GLOBAL_NLO_HO.tex index d570e64b..eb8f560d 100644 --- a/docs/source/_static/LO_NLO_quadratic/meta/pca_table_NS_GLOBAL_NLO_HO.tex +++ b/docs/source/_static/LO_NLO_quadratic/meta/pca_table_NS_GLOBAL_NLO_HO.tex @@ -20,668 +20,668 @@ \begin{document} \noindent \underline{\bf{Principal Components Analysis}:} \rm NS \ NLO\ quadratic\\ \\ \\ \noindent \textcolor{red}{\underline{\bf{PC00} (5.36e+05):}} -{$-0.655$}{\rm $c_{\varphi B}$} -{$+0.621$}{\rm $c_{\varphi G}$} -{$+0.365$}{\rm $c_{\varphi WB}$} -{$-0.199$}{\rm $c_{\varphi W}$} -{$+0.087$}{\rm $c_{b \varphi}$} -{$-0.039$}{\rm $c_{tW}$} -{$+0.036$}{\rm $c_{tG}$} -{$+0.035$}{\rm $c_{tZ}$} -{$+0.028$}{\rm $c_{c \varphi}$} -{$+0.013$}{\rm $c_{\tau \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.655$}{\rm $c_{\varphi B}$} +{$+0.621$}{\rm $c_{\varphi G}$} +{$+0.365$}{\rm $c_{\varphi WB}$} +{$-0.199$}{\rm $c_{\varphi W}$} +{$+0.087$}{\rm $c_{b \varphi}$} +{$-0.039$}{\rm $c_{tW}$} +{$+0.036$}{\rm $c_{tG}$} +{$+0.035$}{\rm $c_{tZ}$} +{$+0.028$}{\rm $c_{c \varphi}$} +{$+0.013$}{\rm $c_{\tau \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC01} (1.90e+05):}} -{$-0.776$}{\rm $c_{\varphi G}$} -{$-0.531$}{\rm $c_{\varphi B}$} -{$+0.289$}{\rm $c_{\varphi WB}$} -{$-0.162$}{\rm $c_{\varphi W}$} -{$-0.044$}{\rm $c_{b \varphi}$} -{$-0.042$}{\rm $c_{tG}$} -{$-0.032$}{\rm $c_{tW}$} -{$+0.029$}{\rm $c_{tZ}$} -{$-0.014$}{\rm $c_{c \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.776$}{\rm $c_{\varphi G}$} +{$-0.531$}{\rm $c_{\varphi B}$} +{$+0.289$}{\rm $c_{\varphi WB}$} +{$-0.162$}{\rm $c_{\varphi W}$} +{$-0.044$}{\rm $c_{b \varphi}$} +{$-0.042$}{\rm $c_{tG}$} +{$-0.032$}{\rm $c_{tW}$} +{$+0.029$}{\rm $c_{tZ}$} +{$-0.014$}{\rm $c_{c \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC02} (4.44e+03):}} -{$+0.830$}{\rm $c_{\tau \varphi}$} -{$-0.504$}{\rm $c_{b \varphi}$} -{$-0.162$}{\rm $c_{\varphi WB}$} -{$-0.099$}{\rm $c_{\varphi B}$} -{$-0.099$}{\rm $c_{\varphi D}$} -{$-0.096$}{\rm $c_{c \varphi}$} -{$+0.046$}{\rm $c_{\varphi G}$} - \nonumber \\ \nonumber \\ +{$+0.830$}{\rm $c_{\tau \varphi}$} +{$-0.504$}{\rm $c_{b \varphi}$} +{$-0.162$}{\rm $c_{\varphi WB}$} +{$-0.099$}{\rm $c_{\varphi B}$} +{$-0.099$}{\rm $c_{\varphi D}$} +{$-0.096$}{\rm $c_{c \varphi}$} +{$+0.046$}{\rm $c_{\varphi G}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC03} (2.33e+03):}} -{$-0.721$}{\rm $c_{b \varphi}$} -{$-0.556$}{\rm $c_{\tau \varphi}$} -{$-0.279$}{\rm $c_{\varphi WB}$} -{$-0.194$}{\rm $c_{\varphi B}$} -{$-0.186$}{\rm $c_{\varphi D}$} -{$-0.127$}{\rm $c_{c \varphi}$} -{$+0.073$}{\rm $c_{\varphi G}$} -{$-0.014$}{\rm $c_{\varphi W}$} -{$+0.011$}{\rm $c_{tZ}$} -{$-0.010$}{\rm $c_{tW}$} - \nonumber \\ \nonumber \\ +{$-0.721$}{\rm $c_{b \varphi}$} +{$-0.556$}{\rm $c_{\tau \varphi}$} +{$-0.279$}{\rm $c_{\varphi WB}$} +{$-0.194$}{\rm $c_{\varphi B}$} +{$-0.186$}{\rm $c_{\varphi D}$} +{$-0.127$}{\rm $c_{c \varphi}$} +{$+0.073$}{\rm $c_{\varphi G}$} +{$-0.014$}{\rm $c_{\varphi W}$} +{$+0.011$}{\rm $c_{tZ}$} +{$-0.010$}{\rm $c_{tW}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC04} (1.54e+03):}} -{$-0.709$}{\rm $c_{\varphi WB}$} -{$+0.399$}{\rm $c_{b \varphi}$} -{$-0.396$}{\rm $c_{\varphi D}$} -{$-0.357$}{\rm $c_{\varphi B}$} -{$+0.218$}{\rm $c_{c \varphi}$} -{$+0.041$}{\rm $c_{\tau \varphi}$} -{$-0.038$}{\rm $c_{\varphi G}$} -{$-0.030$}{\rm $c_{\varphi W}$} -{$+0.028$}{\rm $c_{tG}$} -{$-0.021$}{\rm $c_{tW}$} -{$+0.019$}{\rm $c_{tZ}$} -{$+0.011$}{\rm $c_{\varphi \Box}$} - \nonumber \\ \nonumber \\ +{$-0.709$}{\rm $c_{\varphi WB}$} +{$+0.399$}{\rm $c_{b \varphi}$} +{$-0.396$}{\rm $c_{\varphi D}$} +{$-0.357$}{\rm $c_{\varphi B}$} +{$+0.218$}{\rm $c_{c \varphi}$} +{$+0.041$}{\rm $c_{\tau \varphi}$} +{$-0.038$}{\rm $c_{\varphi G}$} +{$-0.030$}{\rm $c_{\varphi W}$} +{$+0.028$}{\rm $c_{tG}$} +{$-0.021$}{\rm $c_{tW}$} +{$+0.019$}{\rm $c_{tZ}$} +{$+0.011$}{\rm $c_{\varphi \Box}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC05} (3.22e+02):}} -{$-0.983$}{\rm $c_{tG}$} -{$-0.111$}{\rm $c_{c \varphi}$} -{$-0.071$}{\rm $c_{qq}^{1,8}$} -{$-0.070$}{\rm $c_{qt}^{8}$} -{$+0.054$}{\rm $c_{\varphi G}$} -{$+0.047$}{\rm $c_{b \varphi}$} -{$-0.032$}{\rm $c_{\varphi WB}$} -{$-0.031$}{\rm $c_{ut}^{8}$} -{$-0.029$}{\rm $c_{qu}^{8}$} -{$+0.021$}{\rm $c_{tW}$} -{$-0.020$}{\rm $c_{dt}^{8}$} -{$-0.019$}{\rm $c_{qd}^{8}$} -{$-0.017$}{\rm $c_{\varphi D}$} -{$-0.017$}{\rm $c_{\varphi W}$} -{$-0.015$}{\rm $c_{\varphi B}$} -{$+0.012$}{\rm $c_{\varphi Q}^{(-)}$} - \nonumber \\ \nonumber \\ +{$-0.983$}{\rm $c_{tG}$} +{$-0.111$}{\rm $c_{c \varphi}$} +{$-0.071$}{\rm $c_{qq}^{1,8}$} +{$-0.070$}{\rm $c_{qt}^{8}$} +{$+0.054$}{\rm $c_{\varphi G}$} +{$+0.047$}{\rm $c_{b \varphi}$} +{$-0.032$}{\rm $c_{\varphi WB}$} +{$-0.031$}{\rm $c_{ut}^{8}$} +{$-0.029$}{\rm $c_{qu}^{8}$} +{$+0.021$}{\rm $c_{tW}$} +{$-0.020$}{\rm $c_{dt}^{8}$} +{$-0.019$}{\rm $c_{qd}^{8}$} +{$-0.017$}{\rm $c_{\varphi D}$} +{$-0.017$}{\rm $c_{\varphi W}$} +{$-0.015$}{\rm $c_{\varphi B}$} +{$+0.012$}{\rm $c_{\varphi Q}^{(-)}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC06} (2.79e+02):}} -{$-0.956$}{\rm $c_{qq}^{1,3}$} -{$+0.286$}{\rm $c_{\varphi Q}^{3}$} -{$+0.055$}{\rm $c_{tW}$} -{$+0.028$}{\rm $c_{c \varphi}$} -{$+0.023$}{\rm $c_{qq}^{8,3}$} - \nonumber \\ \nonumber \\ +{$-0.956$}{\rm $c_{qq}^{1,3}$} +{$+0.286$}{\rm $c_{\varphi Q}^{3}$} +{$+0.055$}{\rm $c_{tW}$} +{$+0.028$}{\rm $c_{c \varphi}$} +{$+0.023$}{\rm $c_{qq}^{8,3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC07} (1.72e+02):}} -{$-0.926$}{\rm $c_{c \varphi}$} -{$-0.233$}{\rm $c_{\varphi W}$} -{$+0.226$}{\rm $c_{b \varphi}$} -{$+0.122$}{\rm $c_{tG}$} -{$-0.111$}{\rm $c_{\varphi WB}$} -{$-0.065$}{\rm $c_{\varphi D}$} -{$-0.062$}{\rm $c_{\varphi \Box}$} -{$-0.030$}{\rm $c_{qq}^{1,3}$} -{$+0.023$}{\rm $c_{qq}^{1,8}$} -{$+0.021$}{\rm $c_{tW}$} -{$+0.013$}{\rm $c_{t \varphi}$} -{$-0.013$}{\rm $c_{WWW}$} -{$+0.012$}{\rm $c_{qt}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.926$}{\rm $c_{c \varphi}$} +{$-0.233$}{\rm $c_{\varphi W}$} +{$+0.226$}{\rm $c_{b \varphi}$} +{$+0.122$}{\rm $c_{tG}$} +{$-0.111$}{\rm $c_{\varphi WB}$} +{$-0.065$}{\rm $c_{\varphi D}$} +{$-0.062$}{\rm $c_{\varphi \Box}$} +{$-0.030$}{\rm $c_{qq}^{1,3}$} +{$+0.023$}{\rm $c_{qq}^{1,8}$} +{$+0.021$}{\rm $c_{tW}$} +{$+0.013$}{\rm $c_{t \varphi}$} +{$-0.013$}{\rm $c_{WWW}$} +{$+0.012$}{\rm $c_{qt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC08} (8.30e+01):}} -{$-0.996$}{\rm $c_{tW}$} -{$-0.061$}{\rm $c_{qq}^{1,3}$} -{$+0.052$}{\rm $c_{\varphi B}$} -{$+0.023$}{\rm $c_{qq}^{1,8}$} -{$-0.023$}{\rm $c_{c \varphi}$} -{$-0.022$}{\rm $c_{tG}$} -{$+0.013$}{\rm $c_{ut}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.996$}{\rm $c_{tW}$} +{$-0.061$}{\rm $c_{qq}^{1,3}$} +{$+0.052$}{\rm $c_{\varphi B}$} +{$+0.023$}{\rm $c_{qq}^{1,8}$} +{$-0.023$}{\rm $c_{c \varphi}$} +{$-0.022$}{\rm $c_{tG}$} +{$+0.013$}{\rm $c_{ut}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC09} (3.29e+01):}} -{$-0.795$}{\rm $c_{qq}^{1,8}$} -{$-0.423$}{\rm $c_{ut}^{8}$} -{$-0.231$}{\rm $c_{qt}^{8}$} -{$-0.201$}{\rm $c_{dt}^{8}$} -{$-0.195$}{\rm $c_{qq}^{1,1}$} -{$-0.127$}{\rm $c_{ut}^{1}$} -{$+0.094$}{\rm $c_{tG}$} -{$-0.085$}{\rm $c_{qq}^{8,3}$} -{$-0.074$}{\rm $c_{dt}^{1}$} -{$+0.069$}{\rm $c_{\varphi W}$} -{$+0.068$}{\rm $c_{qu}^{1}$} -{$+0.043$}{\rm $c_{qu}^{8}$} -{$+0.041$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.035$}{\rm $c_{c \varphi}$} -{$-0.029$}{\rm $c_{tW}$} -{$+0.028$}{\rm $c_{qd}^{1}$} -{$-0.026$}{\rm $c_{\varphi t}$} -{$+0.024$}{\rm $c_{qt}^{1}$} -{$-0.024$}{\rm $c_{\varphi B}$} -{$+0.019$}{\rm $c_{\varphi D}$} - \nonumber \\ \nonumber \\ +{$-0.795$}{\rm $c_{qq}^{1,8}$} +{$-0.423$}{\rm $c_{ut}^{8}$} +{$-0.231$}{\rm $c_{qt}^{8}$} +{$-0.201$}{\rm $c_{dt}^{8}$} +{$-0.195$}{\rm $c_{qq}^{1,1}$} +{$-0.127$}{\rm $c_{ut}^{1}$} +{$+0.094$}{\rm $c_{tG}$} +{$-0.085$}{\rm $c_{qq}^{8,3}$} +{$-0.074$}{\rm $c_{dt}^{1}$} +{$+0.069$}{\rm $c_{\varphi W}$} +{$+0.068$}{\rm $c_{qu}^{1}$} +{$+0.043$}{\rm $c_{qu}^{8}$} +{$+0.041$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.035$}{\rm $c_{c \varphi}$} +{$-0.029$}{\rm $c_{tW}$} +{$+0.028$}{\rm $c_{qd}^{1}$} +{$-0.026$}{\rm $c_{\varphi t}$} +{$+0.024$}{\rm $c_{qt}^{1}$} +{$-0.024$}{\rm $c_{\varphi B}$} +{$+0.019$}{\rm $c_{\varphi D}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC10} (2.25e+01):}} -{$+0.880$}{\rm $c_{\varphi W}$} -{$-0.304$}{\rm $c_{\varphi B}$} -{$+0.262$}{\rm $c_{\varphi D}$} -{$-0.217$}{\rm $c_{c \varphi}$} -{$+0.069$}{\rm $c_{qq}^{1,8}$} -{$-0.064$}{\rm $c_{\varphi WB}$} -{$+0.059$}{\rm $c_{b \varphi}$} -{$+0.046$}{\rm $c_{WWW}$} -{$+0.034$}{\rm $c_{qt}^{8}$} -{$+0.029$}{\rm $c_{ut}^{8}$} -{$+0.022$}{\rm $c_{t \varphi}$} -{$-0.014$}{\rm $c_{qu}^{1}$} -{$+0.014$}{\rm $c_{dt}^{8}$} -{$+0.013$}{\rm $c_{qq}^{1,1}$} -{$-0.012$}{\rm $c_{qt}^{1}$} -{$-0.010$}{\rm $c_{\varphi Q}^{3}$} - \nonumber \\ \nonumber \\ +{$+0.880$}{\rm $c_{\varphi W}$} +{$-0.304$}{\rm $c_{\varphi B}$} +{$+0.262$}{\rm $c_{\varphi D}$} +{$-0.217$}{\rm $c_{c \varphi}$} +{$+0.069$}{\rm $c_{qq}^{1,8}$} +{$-0.064$}{\rm $c_{\varphi WB}$} +{$+0.059$}{\rm $c_{b \varphi}$} +{$+0.046$}{\rm $c_{WWW}$} +{$+0.034$}{\rm $c_{qt}^{8}$} +{$+0.029$}{\rm $c_{ut}^{8}$} +{$+0.022$}{\rm $c_{t \varphi}$} +{$-0.014$}{\rm $c_{qu}^{1}$} +{$+0.014$}{\rm $c_{dt}^{8}$} +{$+0.013$}{\rm $c_{qq}^{1,1}$} +{$-0.012$}{\rm $c_{qt}^{1}$} +{$-0.010$}{\rm $c_{\varphi Q}^{3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC11} (1.81e+01):}} -{$+0.731$}{\rm $c_{qt}^{8}$} -{$-0.354$}{\rm $c_{qt}^{1}$} -{$+0.307$}{\rm $c_{qu}^{8}$} -{$-0.286$}{\rm $c_{qu}^{1}$} -{$-0.241$}{\rm $c_{qq}^{8,3}$} -{$-0.175$}{\rm $c_{ut}^{8}$} -{$+0.145$}{\rm $c_{qd}^{8}$} -{$-0.123$}{\rm $c_{qd}^{1}$} -{$-0.110$}{\rm $c_{qq}^{1,1}$} -{$-0.091$}{\rm $c_{ut}^{1}$} -{$-0.070$}{\rm $c_{qq}^{1,8}$} -{$-0.064$}{\rm $c_{dt}^{8}$} -{$-0.057$}{\rm $c_{tG}$} -{$-0.053$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.034$}{\rm $c_{\varphi t}$} -{$-0.032$}{\rm $c_{\varphi Q}^{3}$} -{$-0.022$}{\rm $c_{dt}^{1}$} -{$-0.019$}{\rm $c_{\varphi W}$} -{$-0.013$}{\rm $c_{qq}^{1,3}$} - \nonumber \\ \nonumber \\ +{$+0.731$}{\rm $c_{qt}^{8}$} +{$-0.354$}{\rm $c_{qt}^{1}$} +{$+0.307$}{\rm $c_{qu}^{8}$} +{$-0.286$}{\rm $c_{qu}^{1}$} +{$-0.241$}{\rm $c_{qq}^{8,3}$} +{$-0.175$}{\rm $c_{ut}^{8}$} +{$+0.145$}{\rm $c_{qd}^{8}$} +{$-0.123$}{\rm $c_{qd}^{1}$} +{$-0.110$}{\rm $c_{qq}^{1,1}$} +{$-0.091$}{\rm $c_{ut}^{1}$} +{$-0.070$}{\rm $c_{qq}^{1,8}$} +{$-0.064$}{\rm $c_{dt}^{8}$} +{$-0.057$}{\rm $c_{tG}$} +{$-0.053$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.034$}{\rm $c_{\varphi t}$} +{$-0.032$}{\rm $c_{\varphi Q}^{3}$} +{$-0.022$}{\rm $c_{dt}^{1}$} +{$-0.019$}{\rm $c_{\varphi W}$} +{$-0.013$}{\rm $c_{qq}^{1,3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC12} (7.64e+00):}} -{$-0.948$}{\rm $c_{\varphi Q}^{3}$} -{$-0.285$}{\rm $c_{qq}^{1,3}$} -{$-0.107$}{\rm $c_{qq}^{8,3}$} -{$+0.046$}{\rm $c_{qt}^{1}$} -{$+0.041$}{\rm $c_{qu}^{1}$} -{$-0.030$}{\rm $c_{qt}^{8}$} -{$+0.027$}{\rm $c_{qq}^{1,8}$} -{$+0.024$}{\rm $c_{tW}$} -{$-0.021$}{\rm $c_{\varphi D}$} -{$-0.021$}{\rm $c_{qu}^{8}$} -{$-0.021$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.018$}{\rm $c_{qd}^{1}$} -{$+0.016$}{\rm $c_{WWW}$} - \nonumber \\ \nonumber \\ +{$-0.948$}{\rm $c_{\varphi Q}^{3}$} +{$-0.285$}{\rm $c_{qq}^{1,3}$} +{$-0.107$}{\rm $c_{qq}^{8,3}$} +{$+0.046$}{\rm $c_{qt}^{1}$} +{$+0.041$}{\rm $c_{qu}^{1}$} +{$-0.030$}{\rm $c_{qt}^{8}$} +{$+0.027$}{\rm $c_{qq}^{1,8}$} +{$+0.024$}{\rm $c_{tW}$} +{$-0.021$}{\rm $c_{\varphi D}$} +{$-0.021$}{\rm $c_{qu}^{8}$} +{$-0.021$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.018$}{\rm $c_{qd}^{1}$} +{$+0.016$}{\rm $c_{WWW}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC13} (3.91e+00):}} -{$-0.397$}{\rm $c_{ut}^{8}$} -{$+0.383$}{\rm $c_{qt}^{1}$} -{$-0.378$}{\rm $c_{qq}^{8,3}$} -{$+0.362$}{\rm $c_{qu}^{1}$} -{$+0.335$}{\rm $c_{qq}^{1,8}$} -{$-0.302$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.201$}{\rm $c_{dt}^{8}$} -{$+0.195$}{\rm $c_{\varphi t}$} -{$-0.176$}{\rm $c_{qq}^{1,1}$} -{$+0.167$}{\rm $c_{qd}^{1}$} -{$-0.163$}{\rm $c_{qu}^{8}$} -{$+0.162$}{\rm $c_{qt}^{8}$} -{$+0.094$}{\rm $c_{\varphi Q}^{3}$} -{$-0.085$}{\rm $c_{ut}^{1}$} -{$-0.078$}{\rm $c_{dt}^{1}$} -{$-0.055$}{\rm $c_{qd}^{8}$} -{$-0.039$}{\rm $c_{tZ}$} -{$+0.018$}{\rm $c_{qq}^{1,3}$} -{$-0.015$}{\rm $c_{\varphi D}$} -{$-0.015$}{\rm $c_{tG}$} -{$+0.010$}{\rm $c_{t \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.397$}{\rm $c_{ut}^{8}$} +{$+0.383$}{\rm $c_{qt}^{1}$} +{$-0.378$}{\rm $c_{qq}^{8,3}$} +{$+0.362$}{\rm $c_{qu}^{1}$} +{$+0.335$}{\rm $c_{qq}^{1,8}$} +{$-0.302$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.201$}{\rm $c_{dt}^{8}$} +{$+0.195$}{\rm $c_{\varphi t}$} +{$-0.176$}{\rm $c_{qq}^{1,1}$} +{$+0.167$}{\rm $c_{qd}^{1}$} +{$-0.163$}{\rm $c_{qu}^{8}$} +{$+0.162$}{\rm $c_{qt}^{8}$} +{$+0.094$}{\rm $c_{\varphi Q}^{3}$} +{$-0.085$}{\rm $c_{ut}^{1}$} +{$-0.078$}{\rm $c_{dt}^{1}$} +{$-0.055$}{\rm $c_{qd}^{8}$} +{$-0.039$}{\rm $c_{tZ}$} +{$+0.018$}{\rm $c_{qq}^{1,3}$} +{$-0.015$}{\rm $c_{\varphi D}$} +{$-0.015$}{\rm $c_{tG}$} +{$+0.010$}{\rm $c_{t \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC14} (2.46e+00):}} -{$-0.973$}{\rm $c_{WWW}$} -{$-0.162$}{\rm $c_{\varphi D}$} -{$+0.108$}{\rm $c_{\varphi W}$} -{$+0.090$}{\rm $c_{\varphi WB}$} -{$-0.045$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.037$}{\rm $c_{\varphi \Box}$} -{$+0.029$}{\rm $c_{qu}^{8}$} -{$+0.024$}{\rm $c_{\varphi t}$} -{$-0.023$}{\rm $c_{qq}^{1,8}$} -{$+0.021$}{\rm $c_{qq}^{8,3}$} -{$+0.019$}{\rm $c_{qq}^{1,1}$} -{$+0.017$}{\rm $c_{qu}^{1}$} -{$+0.016$}{\rm $c_{\varphi B}$} -{$+0.014$}{\rm $c_{qt}^{1}$} -{$-0.014$}{\rm $c_{c \varphi}$} -{$+0.013$}{\rm $c_{qd}^{8}$} -{$-0.013$}{\rm $c_{\varphi Q}^{3}$} -{$+0.010$}{\rm $c_{ut}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.973$}{\rm $c_{WWW}$} +{$-0.162$}{\rm $c_{\varphi D}$} +{$+0.108$}{\rm $c_{\varphi W}$} +{$+0.090$}{\rm $c_{\varphi WB}$} +{$-0.045$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.037$}{\rm $c_{\varphi \Box}$} +{$+0.029$}{\rm $c_{qu}^{8}$} +{$+0.024$}{\rm $c_{\varphi t}$} +{$-0.023$}{\rm $c_{qq}^{1,8}$} +{$+0.021$}{\rm $c_{qq}^{8,3}$} +{$+0.019$}{\rm $c_{qq}^{1,1}$} +{$+0.017$}{\rm $c_{qu}^{1}$} +{$+0.016$}{\rm $c_{\varphi B}$} +{$+0.014$}{\rm $c_{qt}^{1}$} +{$-0.014$}{\rm $c_{c \varphi}$} +{$+0.013$}{\rm $c_{qd}^{8}$} +{$-0.013$}{\rm $c_{\varphi Q}^{3}$} +{$+0.010$}{\rm $c_{ut}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC15} (2.25e+00):}} -{$+0.818$}{\rm $c_{\varphi D}$} -{$-0.380$}{\rm $c_{\varphi WB}$} -{$-0.284$}{\rm $c_{\varphi W}$} -{$-0.216$}{\rm $c_{WWW}$} -{$-0.171$}{\rm $c_{\varphi \Box}$} -{$-0.125$}{\rm $c_{\varphi B}$} -{$+0.065$}{\rm $c_{c \varphi}$} -{$+0.061$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.033$}{\rm $c_{t \varphi}$} -{$-0.031$}{\rm $c_{b \varphi}$} -{$-0.027$}{\rm $c_{\varphi t}$} -{$+0.025$}{\rm $c_{qt}^{1}$} -{$+0.023$}{\rm $c_{qu}^{1}$} -{$+0.022$}{\rm $c_{qt}^{8}$} -{$-0.020$}{\rm $c_{\varphi Q}^{3}$} -{$-0.017$}{\rm $c_{qq}^{8,3}$} -{$-0.016$}{\rm $c_{tZ}$} -{$-0.014$}{\rm $c_{ut}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.818$}{\rm $c_{\varphi D}$} +{$-0.380$}{\rm $c_{\varphi WB}$} +{$-0.284$}{\rm $c_{\varphi W}$} +{$-0.216$}{\rm $c_{WWW}$} +{$-0.171$}{\rm $c_{\varphi \Box}$} +{$-0.125$}{\rm $c_{\varphi B}$} +{$+0.065$}{\rm $c_{c \varphi}$} +{$+0.061$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.033$}{\rm $c_{t \varphi}$} +{$-0.031$}{\rm $c_{b \varphi}$} +{$-0.027$}{\rm $c_{\varphi t}$} +{$+0.025$}{\rm $c_{qt}^{1}$} +{$+0.023$}{\rm $c_{qu}^{1}$} +{$+0.022$}{\rm $c_{qt}^{8}$} +{$-0.020$}{\rm $c_{\varphi Q}^{3}$} +{$-0.017$}{\rm $c_{qq}^{8,3}$} +{$-0.016$}{\rm $c_{tZ}$} +{$-0.014$}{\rm $c_{ut}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC16} (1.73e+00):}} -{$+0.727$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.447$}{\rm $c_{\varphi t}$} -{$-0.295$}{\rm $c_{qu}^{8}$} -{$-0.226$}{\rm $c_{qq}^{8,3}$} -{$-0.207$}{\rm $c_{qd}^{8}$} -{$+0.147$}{\rm $c_{qt}^{8}$} -{$+0.130$}{\rm $c_{qq}^{1,8}$} -{$-0.123$}{\rm $c_{dt}^{8}$} -{$-0.120$}{\rm $c_{ut}^{8}$} -{$+0.096$}{\rm $c_{tZ}$} -{$-0.065$}{\rm $c_{\varphi D}$} -{$-0.049$}{\rm $c_{WWW}$} -{$-0.045$}{\rm $c_{qq}^{1,1}$} -{$+0.033$}{\rm $c_{qt}^{1}$} -{$+0.032$}{\rm $c_{\varphi WB}$} -{$+0.024$}{\rm $c_{\varphi W}$} -{$+0.023$}{\rm $c_{qd}^{1}$} -{$+0.022$}{\rm $c_{\varphi \Box}$} -{$+0.018$}{\rm $c_{t \varphi}$} -{$+0.017$}{\rm $c_{\varphi Q}^{3}$} -{$+0.017$}{\rm $c_{\varphi B}$} -{$+0.013$}{\rm $c_{tG}$} -{$-0.013$}{\rm $c_{dt}^{1}$} -{$-0.011$}{\rm $c_{ut}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.727$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.447$}{\rm $c_{\varphi t}$} +{$-0.295$}{\rm $c_{qu}^{8}$} +{$-0.226$}{\rm $c_{qq}^{8,3}$} +{$-0.207$}{\rm $c_{qd}^{8}$} +{$+0.147$}{\rm $c_{qt}^{8}$} +{$+0.130$}{\rm $c_{qq}^{1,8}$} +{$-0.123$}{\rm $c_{dt}^{8}$} +{$-0.120$}{\rm $c_{ut}^{8}$} +{$+0.096$}{\rm $c_{tZ}$} +{$-0.065$}{\rm $c_{\varphi D}$} +{$-0.049$}{\rm $c_{WWW}$} +{$-0.045$}{\rm $c_{qq}^{1,1}$} +{$+0.033$}{\rm $c_{qt}^{1}$} +{$+0.032$}{\rm $c_{\varphi WB}$} +{$+0.024$}{\rm $c_{\varphi W}$} +{$+0.023$}{\rm $c_{qd}^{1}$} +{$+0.022$}{\rm $c_{\varphi \Box}$} +{$+0.018$}{\rm $c_{t \varphi}$} +{$+0.017$}{\rm $c_{\varphi Q}^{3}$} +{$+0.017$}{\rm $c_{\varphi B}$} +{$+0.013$}{\rm $c_{tG}$} +{$-0.013$}{\rm $c_{dt}^{1}$} +{$-0.011$}{\rm $c_{ut}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC17} (7.86e-01):}} -{$-0.522$}{\rm $c_{qt}^{8}$} -{$-0.439$}{\rm $c_{qt}^{1}$} -{$+0.360$}{\rm $c_{qq}^{1,8}$} -{$-0.313$}{\rm $c_{qu}^{1}$} -{$-0.285$}{\rm $c_{qq}^{1,1}$} -{$-0.230$}{\rm $c_{ut}^{8}$} -{$+0.214$}{\rm $c_{qd}^{8}$} -{$-0.203$}{\rm $c_{qq}^{8,3}$} -{$-0.168$}{\rm $c_{ut}^{1}$} -{$+0.128$}{\rm $c_{t \varphi}$} -{$-0.126$}{\rm $c_{qd}^{1}$} -{$-0.085$}{\rm $c_{qu}^{8}$} -{$-0.075$}{\rm $c_{dt}^{1}$} -{$-0.063$}{\rm $c_{\varphi \Box}$} -{$-0.048$}{\rm $c_{dt}^{8}$} -{$-0.041$}{\rm $c_{WWW}$} -{$+0.037$}{\rm $c_{\varphi t}$} -{$+0.034$}{\rm $c_{tt}^{1}$} -{$-0.024$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.019$}{\rm $c_{Qt}^{8}$} -{$+0.017$}{\rm $c_{QQ}^{1}$} -{$+0.013$}{\rm $c_{tG}$} -{$+0.013$}{\rm $c_{\varphi Q}^{3}$} - \nonumber \\ \nonumber \\ +{$-0.522$}{\rm $c_{qt}^{8}$} +{$-0.439$}{\rm $c_{qt}^{1}$} +{$+0.360$}{\rm $c_{qq}^{1,8}$} +{$-0.313$}{\rm $c_{qu}^{1}$} +{$-0.285$}{\rm $c_{qq}^{1,1}$} +{$-0.230$}{\rm $c_{ut}^{8}$} +{$+0.214$}{\rm $c_{qd}^{8}$} +{$-0.203$}{\rm $c_{qq}^{8,3}$} +{$-0.168$}{\rm $c_{ut}^{1}$} +{$+0.128$}{\rm $c_{t \varphi}$} +{$-0.126$}{\rm $c_{qd}^{1}$} +{$-0.085$}{\rm $c_{qu}^{8}$} +{$-0.075$}{\rm $c_{dt}^{1}$} +{$-0.063$}{\rm $c_{\varphi \Box}$} +{$-0.048$}{\rm $c_{dt}^{8}$} +{$-0.041$}{\rm $c_{WWW}$} +{$+0.037$}{\rm $c_{\varphi t}$} +{$+0.034$}{\rm $c_{tt}^{1}$} +{$-0.024$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.019$}{\rm $c_{Qt}^{8}$} +{$+0.017$}{\rm $c_{QQ}^{1}$} +{$+0.013$}{\rm $c_{tG}$} +{$+0.013$}{\rm $c_{\varphi Q}^{3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC18} (6.11e-01):}} -{$-0.820$}{\rm $c_{\varphi \Box}$} -{$+0.444$}{\rm $c_{t \varphi}$} -{$-0.176$}{\rm $c_{qd}^{8}$} -{$-0.163$}{\rm $c_{qu}^{8}$} -{$-0.109$}{\rm $c_{\varphi D}$} -{$-0.109$}{\rm $c_{qq}^{1,8}$} -{$+0.103$}{\rm $c_{ut}^{8}$} -{$-0.078$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.076$}{\rm $c_{qt}^{8}$} -{$-0.073$}{\rm $c_{qu}^{1}$} -{$-0.069$}{\rm $c_{qq}^{8,3}$} -{$+0.058$}{\rm $c_{\varphi t}$} -{$+0.058$}{\rm $c_{qq}^{1,1}$} -{$+0.052$}{\rm $c_{c \varphi}$} -{$+0.050$}{\rm $c_{\varphi WB}$} -{$+0.045$}{\rm $c_{\varphi W}$} -{$+0.040$}{\rm $c_{ut}^{1}$} -{$+0.022$}{\rm $c_{dt}^{1}$} -{$+0.016$}{\rm $c_{\varphi B}$} -{$+0.011$}{\rm $c_{tG}$} - \nonumber \\ \nonumber \\ +{$-0.820$}{\rm $c_{\varphi \Box}$} +{$+0.444$}{\rm $c_{t \varphi}$} +{$-0.176$}{\rm $c_{qd}^{8}$} +{$-0.163$}{\rm $c_{qu}^{8}$} +{$-0.109$}{\rm $c_{\varphi D}$} +{$-0.109$}{\rm $c_{qq}^{1,8}$} +{$+0.103$}{\rm $c_{ut}^{8}$} +{$-0.078$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.076$}{\rm $c_{qt}^{8}$} +{$-0.073$}{\rm $c_{qu}^{1}$} +{$-0.069$}{\rm $c_{qq}^{8,3}$} +{$+0.058$}{\rm $c_{\varphi t}$} +{$+0.058$}{\rm $c_{qq}^{1,1}$} +{$+0.052$}{\rm $c_{c \varphi}$} +{$+0.050$}{\rm $c_{\varphi WB}$} +{$+0.045$}{\rm $c_{\varphi W}$} +{$+0.040$}{\rm $c_{ut}^{1}$} +{$+0.022$}{\rm $c_{dt}^{1}$} +{$+0.016$}{\rm $c_{\varphi B}$} +{$+0.011$}{\rm $c_{tG}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC19} (4.95e-01):}} -{$+0.458$}{\rm $c_{qd}^{8}$} -{$-0.427$}{\rm $c_{ut}^{8}$} -{$+0.412$}{\rm $c_{qu}^{8}$} -{$+0.365$}{\rm $c_{qq}^{1,1}$} -{$-0.286$}{\rm $c_{\varphi \Box}$} -{$+0.238$}{\rm $c_{qu}^{1}$} -{$+0.203$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.195$}{\rm $c_{ut}^{1}$} -{$+0.163$}{\rm $c_{qq}^{1,8}$} -{$-0.133$}{\rm $c_{\varphi t}$} -{$+0.121$}{\rm $c_{qq}^{8,3}$} -{$+0.087$}{\rm $c_{dt}^{1}$} -{$-0.087$}{\rm $c_{qt}^{8}$} -{$-0.058$}{\rm $c_{\varphi D}$} -{$+0.056$}{\rm $c_{qt}^{1}$} -{$-0.041$}{\rm $c_{tt}^{1}$} -{$+0.030$}{\rm $c_{\varphi W}$} -{$+0.027$}{\rm $c_{\varphi WB}$} -{$-0.024$}{\rm $c_{Qt}^{8}$} -{$+0.022$}{\rm $c_{tZ}$} -{$+0.021$}{\rm $c_{WWW}$} -{$-0.021$}{\rm $c_{t \varphi}$} -{$-0.020$}{\rm $c_{QQ}^{1}$} -{$+0.020$}{\rm $c_{dt}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.458$}{\rm $c_{qd}^{8}$} +{$-0.427$}{\rm $c_{ut}^{8}$} +{$+0.412$}{\rm $c_{qu}^{8}$} +{$+0.365$}{\rm $c_{qq}^{1,1}$} +{$-0.286$}{\rm $c_{\varphi \Box}$} +{$+0.238$}{\rm $c_{qu}^{1}$} +{$+0.203$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.195$}{\rm $c_{ut}^{1}$} +{$+0.163$}{\rm $c_{qq}^{1,8}$} +{$-0.133$}{\rm $c_{\varphi t}$} +{$+0.121$}{\rm $c_{qq}^{8,3}$} +{$+0.087$}{\rm $c_{dt}^{1}$} +{$-0.087$}{\rm $c_{qt}^{8}$} +{$-0.058$}{\rm $c_{\varphi D}$} +{$+0.056$}{\rm $c_{qt}^{1}$} +{$-0.041$}{\rm $c_{tt}^{1}$} +{$+0.030$}{\rm $c_{\varphi W}$} +{$+0.027$}{\rm $c_{\varphi WB}$} +{$-0.024$}{\rm $c_{Qt}^{8}$} +{$+0.022$}{\rm $c_{tZ}$} +{$+0.021$}{\rm $c_{WWW}$} +{$-0.021$}{\rm $c_{t \varphi}$} +{$-0.020$}{\rm $c_{QQ}^{1}$} +{$+0.020$}{\rm $c_{dt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC20} (2.47e-01):}} -{$+0.576$}{\rm $c_{t \varphi}$} -{$+0.428$}{\rm $c_{qq}^{1,1}$} -{$+0.403$}{\rm $c_{\varphi \Box}$} -{$-0.347$}{\rm $c_{qq}^{8,3}$} -{$+0.271$}{\rm $c_{ut}^{1}$} -{$-0.172$}{\rm $c_{tt}^{1}$} -{$-0.123$}{\rm $c_{qu}^{1}$} -{$+0.123$}{\rm $c_{dt}^{1}$} -{$-0.101$}{\rm $c_{qq}^{1,8}$} -{$-0.098$}{\rm $c_{Qt}^{8}$} -{$-0.093$}{\rm $c_{qu}^{8}$} -{$-0.085$}{\rm $c_{QQ}^{1}$} -{$+0.078$}{\rm $c_{\varphi D}$} -{$+0.073$}{\rm $c_{\varphi t}$} -{$-0.073$}{\rm $c_{ut}^{8}$} -{$-0.056$}{\rm $c_{qt}^{8}$} -{$+0.055$}{\rm $c_{dt}^{8}$} -{$-0.049$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.049$}{\rm $c_{\varphi W}$} -{$+0.036$}{\rm $c_{\varphi Q}^{3}$} -{$-0.036$}{\rm $c_{\varphi WB}$} -{$-0.029$}{\rm $c_{QQ}^{8}$} -{$+0.028$}{\rm $c_{qd}^{8}$} -{$-0.025$}{\rm $c_{qd}^{1}$} -{$+0.015$}{\rm $c_{tG}$} -{$-0.014$}{\rm $c_{tZ}$} - \nonumber \\ \nonumber \\ +{$+0.576$}{\rm $c_{t \varphi}$} +{$+0.428$}{\rm $c_{qq}^{1,1}$} +{$+0.403$}{\rm $c_{\varphi \Box}$} +{$-0.347$}{\rm $c_{qq}^{8,3}$} +{$+0.271$}{\rm $c_{ut}^{1}$} +{$-0.172$}{\rm $c_{tt}^{1}$} +{$-0.123$}{\rm $c_{qu}^{1}$} +{$+0.123$}{\rm $c_{dt}^{1}$} +{$-0.101$}{\rm $c_{qq}^{1,8}$} +{$-0.098$}{\rm $c_{Qt}^{8}$} +{$-0.093$}{\rm $c_{qu}^{8}$} +{$-0.085$}{\rm $c_{QQ}^{1}$} +{$+0.078$}{\rm $c_{\varphi D}$} +{$+0.073$}{\rm $c_{\varphi t}$} +{$-0.073$}{\rm $c_{ut}^{8}$} +{$-0.056$}{\rm $c_{qt}^{8}$} +{$+0.055$}{\rm $c_{dt}^{8}$} +{$-0.049$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.049$}{\rm $c_{\varphi W}$} +{$+0.036$}{\rm $c_{\varphi Q}^{3}$} +{$-0.036$}{\rm $c_{\varphi WB}$} +{$-0.029$}{\rm $c_{QQ}^{8}$} +{$+0.028$}{\rm $c_{qd}^{8}$} +{$-0.025$}{\rm $c_{qd}^{1}$} +{$+0.015$}{\rm $c_{tG}$} +{$-0.014$}{\rm $c_{tZ}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC21} (1.74e-01):}} -{$-0.652$}{\rm $c_{qq}^{8,3}$} -{$-0.539$}{\rm $c_{t \varphi}$} -{$+0.256$}{\rm $c_{ut}^{8}$} -{$-0.192$}{\rm $c_{\varphi \Box}$} -{$+0.166$}{\rm $c_{ut}^{1}$} -{$-0.159$}{\rm $c_{qt}^{8}$} -{$+0.149$}{\rm $c_{\varphi t}$} -{$+0.142$}{\rm $c_{qq}^{1,1}$} -{$-0.122$}{\rm $c_{qq}^{1,8}$} -{$-0.120$}{\rm $c_{qu}^{1}$} -{$+0.112$}{\rm $c_{dt}^{8}$} -{$+0.093$}{\rm $c_{qd}^{8}$} -{$-0.088$}{\rm $c_{tt}^{1}$} -{$+0.070$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.069$}{\rm $c_{\varphi Q}^{3}$} -{$+0.062$}{\rm $c_{qd}^{1}$} -{$+0.054$}{\rm $c_{qt}^{1}$} -{$-0.051$}{\rm $c_{Qt}^{8}$} -{$+0.046$}{\rm $c_{dt}^{1}$} -{$+0.044$}{\rm $c_{qu}^{8}$} -{$-0.043$}{\rm $c_{\varphi D}$} -{$-0.043$}{\rm $c_{QQ}^{1}$} -{$+0.026$}{\rm $c_{\varphi W}$} -{$-0.022$}{\rm $c_{tZ}$} -{$+0.020$}{\rm $c_{\varphi WB}$} -{$-0.016$}{\rm $c_{QQ}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.652$}{\rm $c_{qq}^{8,3}$} +{$-0.539$}{\rm $c_{t \varphi}$} +{$+0.256$}{\rm $c_{ut}^{8}$} +{$-0.192$}{\rm $c_{\varphi \Box}$} +{$+0.166$}{\rm $c_{ut}^{1}$} +{$-0.159$}{\rm $c_{qt}^{8}$} +{$+0.149$}{\rm $c_{\varphi t}$} +{$+0.142$}{\rm $c_{qq}^{1,1}$} +{$-0.122$}{\rm $c_{qq}^{1,8}$} +{$-0.120$}{\rm $c_{qu}^{1}$} +{$+0.112$}{\rm $c_{dt}^{8}$} +{$+0.093$}{\rm $c_{qd}^{8}$} +{$-0.088$}{\rm $c_{tt}^{1}$} +{$+0.070$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.069$}{\rm $c_{\varphi Q}^{3}$} +{$+0.062$}{\rm $c_{qd}^{1}$} +{$+0.054$}{\rm $c_{qt}^{1}$} +{$-0.051$}{\rm $c_{Qt}^{8}$} +{$+0.046$}{\rm $c_{dt}^{1}$} +{$+0.044$}{\rm $c_{qu}^{8}$} +{$-0.043$}{\rm $c_{\varphi D}$} +{$-0.043$}{\rm $c_{QQ}^{1}$} +{$+0.026$}{\rm $c_{\varphi W}$} +{$-0.022$}{\rm $c_{tZ}$} +{$+0.020$}{\rm $c_{\varphi WB}$} +{$-0.016$}{\rm $c_{QQ}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC22} (8.42e-02):}} -{$-0.432$}{\rm $c_{tt}^{1}$} -{$-0.376$}{\rm $c_{qu}^{8}$} -{$-0.354$}{\rm $c_{qu}^{1}$} -{$-0.346$}{\rm $c_{ut}^{8}$} -{$-0.336$}{\rm $c_{t \varphi}$} -{$+0.274$}{\rm $c_{qq}^{8,3}$} -{$-0.244$}{\rm $c_{Qt}^{8}$} -{$-0.212$}{\rm $c_{QQ}^{1}$} -{$-0.194$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.162$}{\rm $c_{qq}^{1,1}$} -{$+0.129$}{\rm $c_{dt}^{1}$} -{$-0.114$}{\rm $c_{qd}^{8}$} -{$-0.083$}{\rm $c_{qd}^{1}$} -{$-0.083$}{\rm $c_{\varphi \Box}$} -{$+0.080$}{\rm $c_{ut}^{1}$} -{$-0.072$}{\rm $c_{dt}^{8}$} -{$-0.072$}{\rm $c_{QQ}^{8}$} -{$+0.065$}{\rm $c_{qt}^{8}$} -{$+0.048$}{\rm $c_{tZ}$} -{$-0.033$}{\rm $c_{\varphi t}$} -{$-0.033$}{\rm $c_{\varphi Q}^{3}$} -{$+0.029$}{\rm $c_{qq}^{1,8}$} -{$+0.014$}{\rm $c_{qt}^{1}$} -{$+0.014$}{\rm $c_{tG}$} - \nonumber \\ \nonumber \\ +{$-0.432$}{\rm $c_{tt}^{1}$} +{$-0.376$}{\rm $c_{qu}^{8}$} +{$-0.354$}{\rm $c_{qu}^{1}$} +{$-0.346$}{\rm $c_{ut}^{8}$} +{$-0.336$}{\rm $c_{t \varphi}$} +{$+0.274$}{\rm $c_{qq}^{8,3}$} +{$-0.244$}{\rm $c_{Qt}^{8}$} +{$-0.212$}{\rm $c_{QQ}^{1}$} +{$-0.194$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.162$}{\rm $c_{qq}^{1,1}$} +{$+0.129$}{\rm $c_{dt}^{1}$} +{$-0.114$}{\rm $c_{qd}^{8}$} +{$-0.083$}{\rm $c_{qd}^{1}$} +{$-0.083$}{\rm $c_{\varphi \Box}$} +{$+0.080$}{\rm $c_{ut}^{1}$} +{$-0.072$}{\rm $c_{dt}^{8}$} +{$-0.072$}{\rm $c_{QQ}^{8}$} +{$+0.065$}{\rm $c_{qt}^{8}$} +{$+0.048$}{\rm $c_{tZ}$} +{$-0.033$}{\rm $c_{\varphi t}$} +{$-0.033$}{\rm $c_{\varphi Q}^{3}$} +{$+0.029$}{\rm $c_{qq}^{1,8}$} +{$+0.014$}{\rm $c_{qt}^{1}$} +{$+0.014$}{\rm $c_{tG}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC23} (7.41e-02):}} -{$+0.611$}{\rm $c_{tt}^{1}$} -{$+0.345$}{\rm $c_{Qt}^{8}$} -{$+0.300$}{\rm $c_{QQ}^{1}$} -{$-0.287$}{\rm $c_{qu}^{1}$} -{$+0.279$}{\rm $c_{qq}^{1,1}$} -{$-0.229$}{\rm $c_{ut}^{8}$} -{$-0.219$}{\rm $c_{qu}^{8}$} -{$-0.174$}{\rm $c_{tZ}$} -{$-0.172$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.150$}{\rm $c_{t \varphi}$} -{$+0.138$}{\rm $c_{ut}^{1}$} -{$-0.134$}{\rm $c_{\varphi t}$} -{$+0.105$}{\rm $c_{qt}^{1}$} -{$+0.101$}{\rm $c_{QQ}^{8}$} -{$+0.088$}{\rm $c_{dt}^{1}$} -{$-0.077$}{\rm $c_{qd}^{1}$} -{$-0.029$}{\rm $c_{qq}^{1,8}$} -{$-0.028$}{\rm $c_{qd}^{8}$} -{$+0.026$}{\rm $c_{dt}^{8}$} -{$+0.019$}{\rm $c_{qt}^{8}$} -{$+0.015$}{\rm $c_{\varphi \Box}$} - \nonumber \\ \nonumber \\ +{$+0.611$}{\rm $c_{tt}^{1}$} +{$+0.345$}{\rm $c_{Qt}^{8}$} +{$+0.300$}{\rm $c_{QQ}^{1}$} +{$-0.287$}{\rm $c_{qu}^{1}$} +{$+0.279$}{\rm $c_{qq}^{1,1}$} +{$-0.229$}{\rm $c_{ut}^{8}$} +{$-0.219$}{\rm $c_{qu}^{8}$} +{$-0.174$}{\rm $c_{tZ}$} +{$-0.172$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.150$}{\rm $c_{t \varphi}$} +{$+0.138$}{\rm $c_{ut}^{1}$} +{$-0.134$}{\rm $c_{\varphi t}$} +{$+0.105$}{\rm $c_{qt}^{1}$} +{$+0.101$}{\rm $c_{QQ}^{8}$} +{$+0.088$}{\rm $c_{dt}^{1}$} +{$-0.077$}{\rm $c_{qd}^{1}$} +{$-0.029$}{\rm $c_{qq}^{1,8}$} +{$-0.028$}{\rm $c_{qd}^{8}$} +{$+0.026$}{\rm $c_{dt}^{8}$} +{$+0.019$}{\rm $c_{qt}^{8}$} +{$+0.015$}{\rm $c_{\varphi \Box}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC24} (4.57e-02):}} -{$+0.508$}{\rm $c_{dt}^{8}$} -{$+0.501$}{\rm $c_{qu}^{1}$} -{$-0.456$}{\rm $c_{qt}^{1}$} -{$-0.264$}{\rm $c_{qu}^{8}$} -{$-0.258$}{\rm $c_{qd}^{1}$} -{$+0.176$}{\rm $c_{qq}^{1,1}$} -{$-0.169$}{\rm $c_{ut}^{8}$} -{$-0.159$}{\rm $c_{qd}^{8}$} -{$-0.148$}{\rm $c_{dt}^{1}$} -{$-0.113$}{\rm $c_{t \varphi}$} -{$-0.082$}{\rm $c_{ut}^{1}$} -{$-0.068$}{\rm $c_{tZ}$} -{$-0.064$}{\rm $c_{qq}^{1,8}$} -{$-0.061$}{\rm $c_{qq}^{8,3}$} -{$+0.060$}{\rm $c_{qt}^{8}$} -{$+0.057$}{\rm $c_{\varphi t}$} -{$-0.025$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.010$}{\rm $c_{\varphi \Box}$} - \nonumber \\ \nonumber \\ +{$+0.508$}{\rm $c_{dt}^{8}$} +{$+0.501$}{\rm $c_{qu}^{1}$} +{$-0.456$}{\rm $c_{qt}^{1}$} +{$-0.264$}{\rm $c_{qu}^{8}$} +{$-0.258$}{\rm $c_{qd}^{1}$} +{$+0.176$}{\rm $c_{qq}^{1,1}$} +{$-0.169$}{\rm $c_{ut}^{8}$} +{$-0.159$}{\rm $c_{qd}^{8}$} +{$-0.148$}{\rm $c_{dt}^{1}$} +{$-0.113$}{\rm $c_{t \varphi}$} +{$-0.082$}{\rm $c_{ut}^{1}$} +{$-0.068$}{\rm $c_{tZ}$} +{$-0.064$}{\rm $c_{qq}^{1,8}$} +{$-0.061$}{\rm $c_{qq}^{8,3}$} +{$+0.060$}{\rm $c_{qt}^{8}$} +{$+0.057$}{\rm $c_{\varphi t}$} +{$-0.025$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.010$}{\rm $c_{\varphi \Box}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC25} (3.12e-02):}} -{$+0.847$}{\rm $c_{tZ}$} -{$+0.307$}{\rm $c_{\varphi t}$} -{$-0.199$}{\rm $c_{ut}^{1}$} -{$+0.172$}{\rm $c_{qq}^{1,1}$} -{$-0.147$}{\rm $c_{qd}^{1}$} -{$+0.145$}{\rm $c_{qt}^{1}$} -{$+0.124$}{\rm $c_{tt}^{1}$} -{$-0.107$}{\rm $c_{qu}^{1}$} -{$-0.107$}{\rm $c_{dt}^{1}$} -{$+0.092$}{\rm $c_{dt}^{8}$} -{$+0.078$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.078$}{\rm $c_{ut}^{8}$} -{$-0.073$}{\rm $c_{qd}^{8}$} -{$+0.065$}{\rm $c_{Qt}^{8}$} -{$+0.061$}{\rm $c_{QQ}^{1}$} -{$+0.038$}{\rm $c_{qu}^{8}$} -{$+0.037$}{\rm $c_{\varphi B}$} -{$+0.025$}{\rm $c_{\varphi D}$} -{$+0.015$}{\rm $c_{QQ}^{8}$} -{$+0.012$}{\rm $c_{qq}^{1,8}$} -{$-0.012$}{\rm $c_{t \varphi}$} -{$-0.011$}{\rm $c_{\varphi WB}$} -{$+0.011$}{\rm $c_{\varphi \Box}$} - \nonumber \\ \nonumber \\ +{$+0.847$}{\rm $c_{tZ}$} +{$+0.307$}{\rm $c_{\varphi t}$} +{$-0.199$}{\rm $c_{ut}^{1}$} +{$+0.172$}{\rm $c_{qq}^{1,1}$} +{$-0.147$}{\rm $c_{qd}^{1}$} +{$+0.145$}{\rm $c_{qt}^{1}$} +{$+0.124$}{\rm $c_{tt}^{1}$} +{$-0.107$}{\rm $c_{qu}^{1}$} +{$-0.107$}{\rm $c_{dt}^{1}$} +{$+0.092$}{\rm $c_{dt}^{8}$} +{$+0.078$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.078$}{\rm $c_{ut}^{8}$} +{$-0.073$}{\rm $c_{qd}^{8}$} +{$+0.065$}{\rm $c_{Qt}^{8}$} +{$+0.061$}{\rm $c_{QQ}^{1}$} +{$+0.038$}{\rm $c_{qu}^{8}$} +{$+0.037$}{\rm $c_{\varphi B}$} +{$+0.025$}{\rm $c_{\varphi D}$} +{$+0.015$}{\rm $c_{QQ}^{8}$} +{$+0.012$}{\rm $c_{qq}^{1,8}$} +{$-0.012$}{\rm $c_{t \varphi}$} +{$-0.011$}{\rm $c_{\varphi WB}$} +{$+0.011$}{\rm $c_{\varphi \Box}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC26} (2.63e-02):}} -{$-0.509$}{\rm $c_{\varphi t}$} -{$+0.423$}{\rm $c_{tZ}$} -{$-0.395$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.372$}{\rm $c_{qd}^{1}$} -{$-0.322$}{\rm $c_{qt}^{1}$} -{$-0.191$}{\rm $c_{dt}^{8}$} -{$+0.182$}{\rm $c_{ut}^{1}$} -{$+0.170$}{\rm $c_{qu}^{1}$} -{$+0.132$}{\rm $c_{ut}^{8}$} -{$+0.118$}{\rm $c_{qd}^{8}$} -{$-0.105$}{\rm $c_{qu}^{8}$} -{$-0.093$}{\rm $c_{dt}^{1}$} -{$-0.077$}{\rm $c_{qq}^{8,3}$} -{$+0.058$}{\rm $c_{qq}^{1,1}$} -{$-0.042$}{\rm $c_{t \varphi}$} -{$-0.040$}{\rm $c_{qq}^{1,8}$} -{$+0.025$}{\rm $c_{tt}^{1}$} -{$+0.017$}{\rm $c_{\varphi B}$} -{$+0.017$}{\rm $c_{\varphi D}$} -{$+0.014$}{\rm $c_{\varphi Q}^{3}$} -{$+0.012$}{\rm $c_{QQ}^{1}$} -{$+0.012$}{\rm $c_{Qt}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.509$}{\rm $c_{\varphi t}$} +{$+0.423$}{\rm $c_{tZ}$} +{$-0.395$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.372$}{\rm $c_{qd}^{1}$} +{$-0.322$}{\rm $c_{qt}^{1}$} +{$-0.191$}{\rm $c_{dt}^{8}$} +{$+0.182$}{\rm $c_{ut}^{1}$} +{$+0.170$}{\rm $c_{qu}^{1}$} +{$+0.132$}{\rm $c_{ut}^{8}$} +{$+0.118$}{\rm $c_{qd}^{8}$} +{$-0.105$}{\rm $c_{qu}^{8}$} +{$-0.093$}{\rm $c_{dt}^{1}$} +{$-0.077$}{\rm $c_{qq}^{8,3}$} +{$+0.058$}{\rm $c_{qq}^{1,1}$} +{$-0.042$}{\rm $c_{t \varphi}$} +{$-0.040$}{\rm $c_{qq}^{1,8}$} +{$+0.025$}{\rm $c_{tt}^{1}$} +{$+0.017$}{\rm $c_{\varphi B}$} +{$+0.017$}{\rm $c_{\varphi D}$} +{$+0.014$}{\rm $c_{\varphi Q}^{3}$} +{$+0.012$}{\rm $c_{QQ}^{1}$} +{$+0.012$}{\rm $c_{Qt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC27} (2.50e-02):}} -{$-0.545$}{\rm $c_{ut}^{1}$} -{$+0.538$}{\rm $c_{qq}^{1,1}$} -{$+0.376$}{\rm $c_{qd}^{1}$} -{$-0.318$}{\rm $c_{dt}^{1}$} -{$-0.268$}{\rm $c_{dt}^{8}$} -{$-0.215$}{\rm $c_{tZ}$} -{$-0.141$}{\rm $c_{qt}^{1}$} -{$+0.123$}{\rm $c_{\varphi t}$} -{$+0.078$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.066$}{\rm $c_{qu}^{1}$} -{$+0.050$}{\rm $c_{ut}^{8}$} -{$-0.043$}{\rm $c_{qd}^{8}$} -{$+0.034$}{\rm $c_{qq}^{8,3}$} -{$-0.033$}{\rm $c_{t \varphi}$} -{$+0.030$}{\rm $c_{qq}^{1,8}$} -{$-0.019$}{\rm $c_{qt}^{8}$} -{$-0.017$}{\rm $c_{tt}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.545$}{\rm $c_{ut}^{1}$} +{$+0.538$}{\rm $c_{qq}^{1,1}$} +{$+0.376$}{\rm $c_{qd}^{1}$} +{$-0.318$}{\rm $c_{dt}^{1}$} +{$-0.268$}{\rm $c_{dt}^{8}$} +{$-0.215$}{\rm $c_{tZ}$} +{$-0.141$}{\rm $c_{qt}^{1}$} +{$+0.123$}{\rm $c_{\varphi t}$} +{$+0.078$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.066$}{\rm $c_{qu}^{1}$} +{$+0.050$}{\rm $c_{ut}^{8}$} +{$-0.043$}{\rm $c_{qd}^{8}$} +{$+0.034$}{\rm $c_{qq}^{8,3}$} +{$-0.033$}{\rm $c_{t \varphi}$} +{$+0.030$}{\rm $c_{qq}^{1,8}$} +{$-0.019$}{\rm $c_{qt}^{8}$} +{$-0.017$}{\rm $c_{tt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC28} (1.44e-02):}} -{$+0.501$}{\rm $c_{\varphi t}$} -{$-0.462$}{\rm $c_{dt}^{8}$} -{$-0.387$}{\rm $c_{qt}^{1}$} -{$+0.350$}{\rm $c_{ut}^{1}$} -{$+0.317$}{\rm $c_{dt}^{1}$} -{$+0.206$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.190$}{\rm $c_{qu}^{1}$} -{$-0.129$}{\rm $c_{qd}^{8}$} -{$+0.123$}{\rm $c_{qd}^{1}$} -{$+0.123$}{\rm $c_{tt}^{1}$} -{$+0.114$}{\rm $c_{qq}^{8,3}$} -{$-0.092$}{\rm $c_{qu}^{8}$} -{$-0.082$}{\rm $c_{t \varphi}$} -{$+0.060$}{\rm $c_{QQ}^{1}$} -{$+0.051$}{\rm $c_{Qt}^{8}$} -{$+0.046$}{\rm $c_{tZ}$} -{$+0.019$}{\rm $c_{qq}^{1,8}$} -{$-0.018$}{\rm $c_{\varphi Q}^{3}$} -{$+0.017$}{\rm $c_{\varphi \Box}$} -{$+0.014$}{\rm $c_{qt}^{8}$} -{$-0.010$}{\rm $c_{ut}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.501$}{\rm $c_{\varphi t}$} +{$-0.462$}{\rm $c_{dt}^{8}$} +{$-0.387$}{\rm $c_{qt}^{1}$} +{$+0.350$}{\rm $c_{ut}^{1}$} +{$+0.317$}{\rm $c_{dt}^{1}$} +{$+0.206$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.190$}{\rm $c_{qu}^{1}$} +{$-0.129$}{\rm $c_{qd}^{8}$} +{$+0.123$}{\rm $c_{qd}^{1}$} +{$+0.123$}{\rm $c_{tt}^{1}$} +{$+0.114$}{\rm $c_{qq}^{8,3}$} +{$-0.092$}{\rm $c_{qu}^{8}$} +{$-0.082$}{\rm $c_{t \varphi}$} +{$+0.060$}{\rm $c_{QQ}^{1}$} +{$+0.051$}{\rm $c_{Qt}^{8}$} +{$+0.046$}{\rm $c_{tZ}$} +{$+0.019$}{\rm $c_{qq}^{1,8}$} +{$-0.018$}{\rm $c_{\varphi Q}^{3}$} +{$+0.017$}{\rm $c_{\varphi \Box}$} +{$+0.014$}{\rm $c_{qt}^{8}$} +{$-0.010$}{\rm $c_{ut}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC29} (1.09e-02):}} -{$+0.601$}{\rm $c_{dt}^{1}$} -{$-0.408$}{\rm $c_{qd}^{8}$} -{$-0.355$}{\rm $c_{ut}^{1}$} -{$+0.317$}{\rm $c_{qu}^{8}$} -{$-0.245$}{\rm $c_{\varphi t}$} -{$-0.229$}{\rm $c_{qd}^{1}$} -{$-0.171$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.149$}{\rm $c_{dt}^{8}$} -{$-0.147$}{\rm $c_{qq}^{8,3}$} -{$+0.133$}{\rm $c_{qq}^{1,1}$} -{$-0.131$}{\rm $c_{qt}^{8}$} -{$+0.115$}{\rm $c_{qu}^{1}$} -{$+0.072$}{\rm $c_{qq}^{1,8}$} -{$-0.058$}{\rm $c_{qt}^{1}$} -{$-0.036$}{\rm $c_{t \varphi}$} -{$-0.024$}{\rm $c_{tt}^{1}$} -{$+0.024$}{\rm $c_{tZ}$} -{$+0.017$}{\rm $c_{\varphi Q}^{3}$} -{$+0.016$}{\rm $c_{QQ}^{8}$} -{$-0.012$}{\rm $c_{QQ}^{1}$} -{$+0.011$}{\rm $c_{ut}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.601$}{\rm $c_{dt}^{1}$} +{$-0.408$}{\rm $c_{qd}^{8}$} +{$-0.355$}{\rm $c_{ut}^{1}$} +{$+0.317$}{\rm $c_{qu}^{8}$} +{$-0.245$}{\rm $c_{\varphi t}$} +{$-0.229$}{\rm $c_{qd}^{1}$} +{$-0.171$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.149$}{\rm $c_{dt}^{8}$} +{$-0.147$}{\rm $c_{qq}^{8,3}$} +{$+0.133$}{\rm $c_{qq}^{1,1}$} +{$-0.131$}{\rm $c_{qt}^{8}$} +{$+0.115$}{\rm $c_{qu}^{1}$} +{$+0.072$}{\rm $c_{qq}^{1,8}$} +{$-0.058$}{\rm $c_{qt}^{1}$} +{$-0.036$}{\rm $c_{t \varphi}$} +{$-0.024$}{\rm $c_{tt}^{1}$} +{$+0.024$}{\rm $c_{tZ}$} +{$+0.017$}{\rm $c_{\varphi Q}^{3}$} +{$+0.016$}{\rm $c_{QQ}^{8}$} +{$-0.012$}{\rm $c_{QQ}^{1}$} +{$+0.011$}{\rm $c_{ut}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC30} (6.11e-03):}} -{$-0.569$}{\rm $c_{dt}^{1}$} -{$-0.441$}{\rm $c_{qd}^{1}$} -{$-0.365$}{\rm $c_{qd}^{8}$} -{$-0.343$}{\rm $c_{dt}^{8}$} -{$+0.330$}{\rm $c_{ut}^{1}$} -{$+0.268$}{\rm $c_{qu}^{8}$} -{$+0.100$}{\rm $c_{qq}^{1,1}$} -{$-0.099$}{\rm $c_{qt}^{8}$} -{$+0.083$}{\rm $c_{qq}^{1,8}$} -{$-0.078$}{\rm $c_{\varphi t}$} -{$-0.078$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.054$}{\rm $c_{tZ}$} -{$-0.052$}{\rm $c_{tt}^{1}$} -{$-0.051$}{\rm $c_{t \varphi}$} -{$+0.040$}{\rm $c_{QQ}^{8}$} -{$-0.030$}{\rm $c_{qq}^{8,3}$} -{$-0.025$}{\rm $c_{QQ}^{1}$} -{$+0.021$}{\rm $c_{ut}^{8}$} -{$+0.020$}{\rm $c_{Qt}^{8}$} -{$+0.012$}{\rm $c_{qu}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.569$}{\rm $c_{dt}^{1}$} +{$-0.441$}{\rm $c_{qd}^{1}$} +{$-0.365$}{\rm $c_{qd}^{8}$} +{$-0.343$}{\rm $c_{dt}^{8}$} +{$+0.330$}{\rm $c_{ut}^{1}$} +{$+0.268$}{\rm $c_{qu}^{8}$} +{$+0.100$}{\rm $c_{qq}^{1,1}$} +{$-0.099$}{\rm $c_{qt}^{8}$} +{$+0.083$}{\rm $c_{qq}^{1,8}$} +{$-0.078$}{\rm $c_{\varphi t}$} +{$-0.078$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.054$}{\rm $c_{tZ}$} +{$-0.052$}{\rm $c_{tt}^{1}$} +{$-0.051$}{\rm $c_{t \varphi}$} +{$+0.040$}{\rm $c_{QQ}^{8}$} +{$-0.030$}{\rm $c_{qq}^{8,3}$} +{$-0.025$}{\rm $c_{QQ}^{1}$} +{$+0.021$}{\rm $c_{ut}^{8}$} +{$+0.020$}{\rm $c_{Qt}^{8}$} +{$+0.012$}{\rm $c_{qu}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC31} (5.73e-03):}} -{$-0.538$}{\rm $c_{qd}^{1}$} -{$+0.510$}{\rm $c_{qd}^{8}$} -{$-0.382$}{\rm $c_{dt}^{8}$} -{$-0.347$}{\rm $c_{qu}^{8}$} -{$+0.268$}{\rm $c_{ut}^{8}$} -{$-0.202$}{\rm $c_{ut}^{1}$} -{$+0.188$}{\rm $c_{qu}^{1}$} -{$+0.098$}{\rm $c_{qq}^{1,1}$} -{$+0.087$}{\rm $c_{qt}^{1}$} -{$-0.084$}{\rm $c_{qq}^{1,8}$} -{$+0.077$}{\rm $c_{qt}^{8}$} -{$+0.059$}{\rm $c_{dt}^{1}$} -{$-0.029$}{\rm $c_{\varphi t}$} -{$+0.026$}{\rm $c_{QQ}^{8}$} -{$-0.022$}{\rm $c_{qq}^{8,3}$} -{$-0.021$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.020$}{\rm $c_{Qt}^{8}$} -{$-0.019$}{\rm $c_{tt}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.538$}{\rm $c_{qd}^{1}$} +{$+0.510$}{\rm $c_{qd}^{8}$} +{$-0.382$}{\rm $c_{dt}^{8}$} +{$-0.347$}{\rm $c_{qu}^{8}$} +{$+0.268$}{\rm $c_{ut}^{8}$} +{$-0.202$}{\rm $c_{ut}^{1}$} +{$+0.188$}{\rm $c_{qu}^{1}$} +{$+0.098$}{\rm $c_{qq}^{1,1}$} +{$+0.087$}{\rm $c_{qt}^{1}$} +{$-0.084$}{\rm $c_{qq}^{1,8}$} +{$+0.077$}{\rm $c_{qt}^{8}$} +{$+0.059$}{\rm $c_{dt}^{1}$} +{$-0.029$}{\rm $c_{\varphi t}$} +{$+0.026$}{\rm $c_{QQ}^{8}$} +{$-0.022$}{\rm $c_{qq}^{8,3}$} +{$-0.021$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.020$}{\rm $c_{Qt}^{8}$} +{$-0.019$}{\rm $c_{tt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC32} (9.18e-04):}} -{$-0.701$}{\rm $c_{QQ}^{8}$} -{$-0.582$}{\rm $c_{Qt}^{8}$} -{$+0.354$}{\rm $c_{tt}^{1}$} -{$+0.164$}{\rm $c_{QQ}^{1}$} -{$-0.110$}{\rm $c_{Qt}^{1}$} -{$-0.056$}{\rm $c_{qd}^{1}$} -{$-0.033$}{\rm $c_{dt}^{8}$} -{$-0.026$}{\rm $c_{\varphi t}$} -{$-0.025$}{\rm $c_{dt}^{1}$} -{$+0.015$}{\rm $c_{qu}^{8}$} -{$-0.014$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.013$}{\rm $c_{ut}^{8}$} -{$+0.013$}{\rm $c_{qt}^{1}$} -{$+0.012$}{\rm $c_{qq}^{1,1}$} -{$-0.011$}{\rm $c_{tZ}$} -{$-0.011$}{\rm $c_{qd}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.701$}{\rm $c_{QQ}^{8}$} +{$-0.582$}{\rm $c_{Qt}^{8}$} +{$+0.354$}{\rm $c_{tt}^{1}$} +{$+0.164$}{\rm $c_{QQ}^{1}$} +{$-0.110$}{\rm $c_{Qt}^{1}$} +{$-0.056$}{\rm $c_{qd}^{1}$} +{$-0.033$}{\rm $c_{dt}^{8}$} +{$-0.026$}{\rm $c_{\varphi t}$} +{$-0.025$}{\rm $c_{dt}^{1}$} +{$+0.015$}{\rm $c_{qu}^{8}$} +{$-0.014$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.013$}{\rm $c_{ut}^{8}$} +{$+0.013$}{\rm $c_{qt}^{1}$} +{$+0.012$}{\rm $c_{qq}^{1,1}$} +{$-0.011$}{\rm $c_{tZ}$} +{$-0.011$}{\rm $c_{qd}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC33} (3.46e-11):}} -{$-0.744$}{\rm $c_{Qt}^{1}$} -{$+0.547$}{\rm $c_{QQ}^{1}$} -{$+0.264$}{\rm $c_{QQ}^{8}$} -{$-0.228$}{\rm $c_{tt}^{1}$} -{$-0.161$}{\rm $c_{Qt}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.744$}{\rm $c_{Qt}^{1}$} +{$+0.547$}{\rm $c_{QQ}^{1}$} +{$+0.264$}{\rm $c_{QQ}^{8}$} +{$-0.228$}{\rm $c_{tt}^{1}$} +{$-0.161$}{\rm $c_{Qt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC34} (3.46e-11):}} -{$-0.720$}{\rm $c_{QQ}^{1}$} -{$-0.568$}{\rm $c_{Qt}^{1}$} -{$+0.360$}{\rm $c_{tt}^{1}$} -{$+0.158$}{\rm $c_{QQ}^{8}$} -{$-0.066$}{\rm $c_{Qt}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.720$}{\rm $c_{QQ}^{1}$} +{$-0.568$}{\rm $c_{Qt}^{1}$} +{$+0.360$}{\rm $c_{tt}^{1}$} +{$+0.158$}{\rm $c_{QQ}^{8}$} +{$-0.066$}{\rm $c_{Qt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC35} (3.46e-11):}} -{$-0.657$}{\rm $c_{Qt}^{8}$} -{$+0.629$}{\rm $c_{QQ}^{8}$} -{$+0.333$}{\rm $c_{Qt}^{1}$} -{$+0.242$}{\rm $c_{tt}^{1}$} -{$+0.057$}{\rm $c_{QQ}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.657$}{\rm $c_{Qt}^{8}$} +{$+0.629$}{\rm $c_{QQ}^{8}$} +{$+0.333$}{\rm $c_{Qt}^{1}$} +{$+0.242$}{\rm $c_{tt}^{1}$} +{$+0.057$}{\rm $c_{QQ}^{1}$} + \nonumber \\ \nonumber \\ \end{document} diff --git a/docs/source/_static/report_STXS_2020/index.html b/docs/source/_static/report_STXS_2020/index.html index a71706d5..3b5bd46e 100644 --- a/docs/source/_static/report_STXS_2020/index.html +++ b/docs/source/_static/report_STXS_2020/index.html @@ -30,155 +30,155 @@
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    - diff --git a/docs/source/_static/report_STXS_2020/meta/pca_table_STXS_2020_public_release.tex b/docs/source/_static/report_STXS_2020/meta/pca_table_STXS_2020_public_release.tex index 6c9d622a..bbed0cf4 100644 --- a/docs/source/_static/report_STXS_2020/meta/pca_table_STXS_2020_public_release.tex +++ b/docs/source/_static/report_STXS_2020/meta/pca_table_STXS_2020_public_release.tex @@ -20,372 +20,372 @@ \begin{document} \noindent \underline{\bf{Principal Components Analysis}:} ATLAS, NS\\ \\ \\ \noindent \textcolor{red}{\underline{\bf{PC00} (9.68e+05):}} -{$+1.000$}{\rm $c_{HVV,Vff}^{[1]}$} - \nonumber \\ \nonumber \\ +{$+1.000$}{\rm $c_{HVV,Vff}^{[1]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC01} (3.98e+05):}} -{$+0.767$}{\rm $c_{HG}$} -{$-0.637$}{\rm $c_{HVV,Vff}^{[2]}$} -{$+0.074$}{\rm $c_{bH}$} -{$+0.029$}{\rm $c_{tG}$} -{$-0.013$}{\rm $c_{W}$} - \nonumber \\ \nonumber \\ +{$+0.767$}{\rm $c_{HG}$} +{$-0.637$}{\rm $c_{HVV,Vff}^{[2]}$} +{$+0.074$}{\rm $c_{bH}$} +{$+0.029$}{\rm $c_{tG}$} +{$-0.013$}{\rm $c_{W}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC02} (1.66e+05):}} -{$-0.770$}{\rm $c_{HVV,Vff}^{[2]}$} -{$-0.636$}{\rm $c_{HG}$} -{$-0.033$}{\rm $c_{bH}$} -{$-0.020$}{\rm $c_{tG}$} -{$+0.019$}{\rm $c_{HVV,Vff}^{[4]}$} -{$-0.015$}{\rm $c_{W}$} -{$+0.011$}{\rm $c_{HVV,Vff}^{[3]}$} - \nonumber \\ \nonumber \\ +{$-0.770$}{\rm $c_{HVV,Vff}^{[2]}$} +{$-0.636$}{\rm $c_{HG}$} +{$-0.033$}{\rm $c_{bH}$} +{$-0.020$}{\rm $c_{tG}$} +{$+0.019$}{\rm $c_{HVV,Vff}^{[4]}$} +{$-0.015$}{\rm $c_{W}$} +{$+0.011$}{\rm $c_{HVV,Vff}^{[3]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC03} (2.27e+04):}} -{$-0.999$}{\rm $c_{HVV,Vff}^{[3]}$} -{$+0.039$}{\rm $c_{HVV,Vff}^{[4]}$} -{$+0.016$}{\rm $c_{HVV,Vff}^{[5]}$} - \nonumber \\ \nonumber \\ +{$-0.999$}{\rm $c_{HVV,Vff}^{[3]}$} +{$+0.039$}{\rm $c_{HVV,Vff}^{[4]}$} +{$+0.016$}{\rm $c_{HVV,Vff}^{[5]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC04} (1.09e+04):}} -{$+0.999$}{\rm $c_{HVV,Vff}^{[4]}$} -{$+0.039$}{\rm $c_{HVV,Vff}^{[3]}$} -{$+0.025$}{\rm $c_{HVV,Vff}^{[5]}$} -{$+0.016$}{\rm $c_{HG}$} -{$+0.012$}{\rm $c_{HVV,Vff}^{[2]}$} -{$-0.011$}{\rm $c_{bH}$} -{$-0.010$}{\rm $c_{HVV,Vff}^{[7]}$} - \nonumber \\ \nonumber \\ +{$+0.999$}{\rm $c_{HVV,Vff}^{[4]}$} +{$+0.039$}{\rm $c_{HVV,Vff}^{[3]}$} +{$+0.025$}{\rm $c_{HVV,Vff}^{[5]}$} +{$+0.016$}{\rm $c_{HG}$} +{$+0.012$}{\rm $c_{HVV,Vff}^{[2]}$} +{$-0.011$}{\rm $c_{bH}$} +{$-0.010$}{\rm $c_{HVV,Vff}^{[7]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC05} (4.20e+03):}} -{$+0.998$}{\rm $c_{HVV,Vff}^{[5]}$} -{$-0.047$}{\rm $c_{bH}$} -{$-0.026$}{\rm $c_{HVV,Vff}^{[4]}$} -{$-0.023$}{\rm $c_{HVV,Vff}^{[8]}$} -{$-0.015$}{\rm $c_{HVV,Vff}^{[7]}$} -{$+0.014$}{\rm $c_{HVV,Vff}^{[3]}$} -{$-0.014$}{\rm $c_{HVV,Vff}^{[6]}$} - \nonumber \\ \nonumber \\ +{$+0.998$}{\rm $c_{HVV,Vff}^{[5]}$} +{$-0.047$}{\rm $c_{bH}$} +{$-0.026$}{\rm $c_{HVV,Vff}^{[4]}$} +{$-0.023$}{\rm $c_{HVV,Vff}^{[8]}$} +{$-0.015$}{\rm $c_{HVV,Vff}^{[7]}$} +{$+0.014$}{\rm $c_{HVV,Vff}^{[3]}$} +{$-0.014$}{\rm $c_{HVV,Vff}^{[6]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC06} (1.64e+03):}} -{$-0.997$}{\rm $c_{HVV,Vff}^{[6]}$} -{$+0.066$}{\rm $c_{2q2l}^{[1]}$} -{$-0.018$}{\rm $c_{bH}$} -{$-0.015$}{\rm $c_{HVV,Vff}^{[5]}$} - \nonumber \\ \nonumber \\ +{$-0.997$}{\rm $c_{HVV,Vff}^{[6]}$} +{$+0.066$}{\rm $c_{2q2l}^{[1]}$} +{$-0.018$}{\rm $c_{bH}$} +{$-0.015$}{\rm $c_{HVV,Vff}^{[5]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC07} (9.41e+02):}} -{$+0.837$}{\rm $c_{2q2l}^{[1]}$} -{$-0.390$}{\rm $c_{bH}$} -{$+0.375$}{\rm $c_{HVV,Vff}^{[7]}$} -{$+0.066$}{\rm $c_{HVV,Vff}^{[6]}$} -{$+0.031$}{\rm $c_{HG}$} -{$-0.021$}{\rm $c_{HVV,Vff}^{[10]}$} -{$-0.016$}{\rm $c_{HVV,Vff}^{[5]}$} -{$-0.015$}{\rm $c_{4q}^{[1]}$} -{$+0.015$}{\rm $c_{HVV,Vff}^{[11]}$} -{$+0.014$}{\rm $c_{HVV,Vff}^{[9]}$} -{$+0.012$}{\rm $c_{2q2l}^{[2]}$} - \nonumber \\ \nonumber \\ +{$+0.837$}{\rm $c_{2q2l}^{[1]}$} +{$-0.390$}{\rm $c_{bH}$} +{$+0.375$}{\rm $c_{HVV,Vff}^{[7]}$} +{$+0.066$}{\rm $c_{HVV,Vff}^{[6]}$} +{$+0.031$}{\rm $c_{HG}$} +{$-0.021$}{\rm $c_{HVV,Vff}^{[10]}$} +{$-0.016$}{\rm $c_{HVV,Vff}^{[5]}$} +{$-0.015$}{\rm $c_{4q}^{[1]}$} +{$+0.015$}{\rm $c_{HVV,Vff}^{[11]}$} +{$+0.014$}{\rm $c_{HVV,Vff}^{[9]}$} +{$+0.012$}{\rm $c_{2q2l}^{[2]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC08} (9.03e+02):}} -{$+0.595$}{\rm $c_{bH}$} -{$-0.589$}{\rm $c_{HVV,Vff}^{[7]}$} -{$+0.542$}{\rm $c_{2q2l}^{[1]}$} -{$-0.050$}{\rm $c_{HG}$} -{$-0.030$}{\rm $c_{HVV,Vff}^{[10]}$} -{$-0.024$}{\rm $c_{HVV,Vff}^{[8]}$} -{$+0.021$}{\rm $c_{HVV,Vff}^{[6]}$} -{$+0.016$}{\rm $c_{HVV,Vff}^{[5]}$} -{$+0.012$}{\rm $c_{HVV,Vff}^{[2]}$} -{$+0.011$}{\rm $c_{HVV,Vff}^{[11]}$} -{$-0.011$}{\rm $c_{HVV,Vff}^{[9]}$} - \nonumber \\ \nonumber \\ +{$+0.595$}{\rm $c_{bH}$} +{$-0.589$}{\rm $c_{HVV,Vff}^{[7]}$} +{$+0.542$}{\rm $c_{2q2l}^{[1]}$} +{$-0.050$}{\rm $c_{HG}$} +{$-0.030$}{\rm $c_{HVV,Vff}^{[10]}$} +{$-0.024$}{\rm $c_{HVV,Vff}^{[8]}$} +{$+0.021$}{\rm $c_{HVV,Vff}^{[6]}$} +{$+0.016$}{\rm $c_{HVV,Vff}^{[5]}$} +{$+0.012$}{\rm $c_{HVV,Vff}^{[2]}$} +{$+0.011$}{\rm $c_{HVV,Vff}^{[11]}$} +{$-0.011$}{\rm $c_{HVV,Vff}^{[9]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC09} (5.83e+02):}} -{$-0.714$}{\rm $c_{HVV,Vff}^{[7]}$} -{$-0.693$}{\rm $c_{bH}$} -{$+0.053$}{\rm $c_{HG}$} -{$-0.044$}{\rm $c_{HVV,Vff}^{[5]}$} -{$-0.036$}{\rm $c_{tG}$} -{$+0.035$}{\rm $c_{4q}^{[1]}$} -{$-0.030$}{\rm $c_{uH,dH,H\Box}$} -{$+0.028$}{\rm $c_{HVV,Vff}^{[9]}$} -{$-0.022$}{\rm $c_{2q2l}^{[2]}$} -{$-0.016$}{\rm $c_{HVV,Vff}^{[2]}$} -{$+0.015$}{\rm $c_{HVV,Vff}^{[10]}$} -{$-0.014$}{\rm $c_{HVV,Vff}^{[4]}$} - \nonumber \\ \nonumber \\ +{$-0.714$}{\rm $c_{HVV,Vff}^{[7]}$} +{$-0.693$}{\rm $c_{bH}$} +{$+0.053$}{\rm $c_{HG}$} +{$-0.044$}{\rm $c_{HVV,Vff}^{[5]}$} +{$-0.036$}{\rm $c_{tG}$} +{$+0.035$}{\rm $c_{4q}^{[1]}$} +{$-0.030$}{\rm $c_{uH,dH,H\Box}$} +{$+0.028$}{\rm $c_{HVV,Vff}^{[9]}$} +{$-0.022$}{\rm $c_{2q2l}^{[2]}$} +{$-0.016$}{\rm $c_{HVV,Vff}^{[2]}$} +{$+0.015$}{\rm $c_{HVV,Vff}^{[10]}$} +{$-0.014$}{\rm $c_{HVV,Vff}^{[4]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC10} (1.54e+02):}} -{$+0.995$}{\rm $c_{4q}^{[1]}$} -{$-0.081$}{\rm $c_{HVV,Vff}^{[8]}$} -{$+0.033$}{\rm $c_{HVV,Vff}^{[7]}$} -{$-0.032$}{\rm $c_{W}$} -{$+0.017$}{\rm $c_{bH}$} -{$+0.014$}{\rm $c_{HVV,Vff}^{[11]}$} -{$-0.013$}{\rm $c_{tG}$} -{$-0.011$}{\rm $c_{HVV,Vff}^{[10]}$} - \nonumber \\ \nonumber \\ +{$+0.995$}{\rm $c_{4q}^{[1]}$} +{$-0.081$}{\rm $c_{HVV,Vff}^{[8]}$} +{$+0.033$}{\rm $c_{HVV,Vff}^{[7]}$} +{$-0.032$}{\rm $c_{W}$} +{$+0.017$}{\rm $c_{bH}$} +{$+0.014$}{\rm $c_{HVV,Vff}^{[11]}$} +{$-0.013$}{\rm $c_{tG}$} +{$-0.011$}{\rm $c_{HVV,Vff}^{[10]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC11} (9.46e+01):}} -{$-0.990$}{\rm $c_{HVV,Vff}^{[8]}$} -{$+0.080$}{\rm $c_{tG}$} -{$-0.079$}{\rm $c_{4q}^{[1]}$} -{$+0.068$}{\rm $c_{HVV,Vff}^{[9]}$} -{$-0.033$}{\rm $c_{2q2l}^{[2]}$} -{$-0.023$}{\rm $c_{HVV,Vff}^{[5]}$} -{$+0.019$}{\rm $c_{uH,dH,H\Box}$} -{$-0.018$}{\rm $c_{2q2l}^{[1]}$} -{$+0.016$}{\rm $c_{HVV,Vff}^{[7]}$} -{$+0.013$}{\rm $c_{W}$} -{$+0.012$}{\rm $c_{HVV,Vff}^{[10]}$} -{$+0.011$}{\rm $c_{top}^{[1]}$} -{$+0.011$}{\rm $c_{HVV,Vff}^{[11]}$} - \nonumber \\ \nonumber \\ +{$-0.990$}{\rm $c_{HVV,Vff}^{[8]}$} +{$+0.080$}{\rm $c_{tG}$} +{$-0.079$}{\rm $c_{4q}^{[1]}$} +{$+0.068$}{\rm $c_{HVV,Vff}^{[9]}$} +{$-0.033$}{\rm $c_{2q2l}^{[2]}$} +{$-0.023$}{\rm $c_{HVV,Vff}^{[5]}$} +{$+0.019$}{\rm $c_{uH,dH,H\Box}$} +{$-0.018$}{\rm $c_{2q2l}^{[1]}$} +{$+0.016$}{\rm $c_{HVV,Vff}^{[7]}$} +{$+0.013$}{\rm $c_{W}$} +{$+0.012$}{\rm $c_{HVV,Vff}^{[10]}$} +{$+0.011$}{\rm $c_{top}^{[1]}$} +{$+0.011$}{\rm $c_{HVV,Vff}^{[11]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC12} (3.11e+01):}} -{$+0.872$}{\rm $c_{tG}$} -{$+0.390$}{\rm $c_{HVV,Vff}^{[9]}$} -{$+0.220$}{\rm $c_{top}^{[1]}$} -{$-0.109$}{\rm $c_{W}$} -{$+0.096$}{\rm $c_{HVV,Vff}^{[8]}$} -{$+0.074$}{\rm $c_{uH,dH,H\Box}$} -{$-0.073$}{\rm $c_{HVV,Vff}^{[11]}$} -{$-0.056$}{\rm $c_{tH}$} -{$-0.033$}{\rm $c_{HVV,Vff}^{[12]}$} -{$-0.029$}{\rm $c_{HG}$} -{$+0.022$}{\rm $c_{4q}^{[1]}$} -{$-0.022$}{\rm $c_{bH}$} -{$+0.018$}{\rm $c_{2q2l}^{[2]}$} -{$-0.017$}{\rm $c_{2q2l}^{[3]}$} -{$-0.015$}{\rm $c_{HVV,Vff}^{[7]}$} -{$-0.014$}{\rm $c_{HVV,Vff}^{[13]}$} -{$-0.011$}{\rm $c_{HVV,Vff}^{[10]}$} - \nonumber \\ \nonumber \\ +{$+0.872$}{\rm $c_{tG}$} +{$+0.390$}{\rm $c_{HVV,Vff}^{[9]}$} +{$+0.220$}{\rm $c_{top}^{[1]}$} +{$-0.109$}{\rm $c_{W}$} +{$+0.096$}{\rm $c_{HVV,Vff}^{[8]}$} +{$+0.074$}{\rm $c_{uH,dH,H\Box}$} +{$-0.073$}{\rm $c_{HVV,Vff}^{[11]}$} +{$-0.056$}{\rm $c_{tH}$} +{$-0.033$}{\rm $c_{HVV,Vff}^{[12]}$} +{$-0.029$}{\rm $c_{HG}$} +{$+0.022$}{\rm $c_{4q}^{[1]}$} +{$-0.022$}{\rm $c_{bH}$} +{$+0.018$}{\rm $c_{2q2l}^{[2]}$} +{$-0.017$}{\rm $c_{2q2l}^{[3]}$} +{$-0.015$}{\rm $c_{HVV,Vff}^{[7]}$} +{$-0.014$}{\rm $c_{HVV,Vff}^{[13]}$} +{$-0.011$}{\rm $c_{HVV,Vff}^{[10]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC13} (2.44e+01):}} -{$+0.904$}{\rm $c_{HVV,Vff}^{[9]}$} -{$-0.376$}{\rm $c_{tG}$} -{$-0.138$}{\rm $c_{top}^{[1]}$} -{$+0.084$}{\rm $c_{2q2l}^{[2]}$} -{$+0.063$}{\rm $c_{tH}$} -{$-0.061$}{\rm $c_{HVV,Vff}^{[10]}$} -{$-0.054$}{\rm $c_{W}$} -{$+0.043$}{\rm $c_{bH}$} -{$+0.026$}{\rm $c_{HVV,Vff}^{[8]}$} -{$-0.026$}{\rm $c_{2q2l}^{[3]}$} -{$-0.016$}{\rm $c_{HVV,Vff}^{[12]}$} -{$+0.012$}{\rm $c_{HVV,Vff}^{[11]}$} -{$+0.012$}{\rm $c_{HVV,Vff}^{[14]}$} -{$+0.011$}{\rm $c_{HVV,Vff}^{[7]}$} -{$+0.011$}{\rm $c_{HG}$} - \nonumber \\ \nonumber \\ +{$+0.904$}{\rm $c_{HVV,Vff}^{[9]}$} +{$-0.376$}{\rm $c_{tG}$} +{$-0.138$}{\rm $c_{top}^{[1]}$} +{$+0.084$}{\rm $c_{2q2l}^{[2]}$} +{$+0.063$}{\rm $c_{tH}$} +{$-0.061$}{\rm $c_{HVV,Vff}^{[10]}$} +{$-0.054$}{\rm $c_{W}$} +{$+0.043$}{\rm $c_{bH}$} +{$+0.026$}{\rm $c_{HVV,Vff}^{[8]}$} +{$-0.026$}{\rm $c_{2q2l}^{[3]}$} +{$-0.016$}{\rm $c_{HVV,Vff}^{[12]}$} +{$+0.012$}{\rm $c_{HVV,Vff}^{[11]}$} +{$+0.012$}{\rm $c_{HVV,Vff}^{[14]}$} +{$+0.011$}{\rm $c_{HVV,Vff}^{[7]}$} +{$+0.011$}{\rm $c_{HG}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC14} (1.72e+01):}} -{$-0.928$}{\rm $c_{W}$} -{$+0.316$}{\rm $c_{HVV,Vff}^{[11]}$} -{$+0.135$}{\rm $c_{HVV,Vff}^{[10]}$} -{$-0.100$}{\rm $c_{2q2l}^{[2]}$} -{$-0.066$}{\rm $c_{HVV,Vff}^{[9]}$} -{$-0.055$}{\rm $c_{tG}$} -{$+0.039$}{\rm $c_{uH,dH,H\Box}$} -{$-0.036$}{\rm $c_{4q}^{[1]}$} -{$+0.018$}{\rm $c_{HVV,Vff}^{[2]}$} -{$-0.014$}{\rm $c_{eH}$} -{$-0.011$}{\rm $c_{top}^{[1]}$} - \nonumber \\ \nonumber \\ +{$-0.928$}{\rm $c_{W}$} +{$+0.316$}{\rm $c_{HVV,Vff}^{[11]}$} +{$+0.135$}{\rm $c_{HVV,Vff}^{[10]}$} +{$-0.100$}{\rm $c_{2q2l}^{[2]}$} +{$-0.066$}{\rm $c_{HVV,Vff}^{[9]}$} +{$-0.055$}{\rm $c_{tG}$} +{$+0.039$}{\rm $c_{uH,dH,H\Box}$} +{$-0.036$}{\rm $c_{4q}^{[1]}$} +{$+0.018$}{\rm $c_{HVV,Vff}^{[2]}$} +{$-0.014$}{\rm $c_{eH}$} +{$-0.011$}{\rm $c_{top}^{[1]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC15} (1.51e+01):}} -{$+0.818$}{\rm $c_{HVV,Vff}^{[11]}$} -{$-0.441$}{\rm $c_{HVV,Vff}^{[10]}$} -{$-0.246$}{\rm $c_{2q2l}^{[2]}$} -{$+0.237$}{\rm $c_{W}$} -{$+0.078$}{\rm $c_{2q2l}^{[3]}$} -{$+0.068$}{\rm $c_{tG}$} -{$+0.055$}{\rm $c_{uH,dH,H\Box}$} -{$+0.031$}{\rm $c_{HVV,Vff}^{[9]}$} -{$+0.029$}{\rm $c_{top}^{[1]}$} -{$-0.028$}{\rm $c_{2q2l}^{[4]}$} -{$-0.028$}{\rm $c_{2q2l}^{[1]}$} -{$+0.025$}{\rm $c_{HVV,Vff}^{[8]}$} -{$-0.024$}{\rm $c_{HVV,Vff}^{[12]}$} -{$-0.015$}{\rm $c_{eH}$} -{$-0.015$}{\rm $c_{bH}$} -{$-0.013$}{\rm $c_{HVV,Vff}^{[13]}$} -{$-0.013$}{\rm $c_{tH}$} -{$-0.010$}{\rm $c_{HVV,Vff}^{[14]}$} - \nonumber \\ \nonumber \\ +{$+0.818$}{\rm $c_{HVV,Vff}^{[11]}$} +{$-0.441$}{\rm $c_{HVV,Vff}^{[10]}$} +{$-0.246$}{\rm $c_{2q2l}^{[2]}$} +{$+0.237$}{\rm $c_{W}$} +{$+0.078$}{\rm $c_{2q2l}^{[3]}$} +{$+0.068$}{\rm $c_{tG}$} +{$+0.055$}{\rm $c_{uH,dH,H\Box}$} +{$+0.031$}{\rm $c_{HVV,Vff}^{[9]}$} +{$+0.029$}{\rm $c_{top}^{[1]}$} +{$-0.028$}{\rm $c_{2q2l}^{[4]}$} +{$-0.028$}{\rm $c_{2q2l}^{[1]}$} +{$+0.025$}{\rm $c_{HVV,Vff}^{[8]}$} +{$-0.024$}{\rm $c_{HVV,Vff}^{[12]}$} +{$-0.015$}{\rm $c_{eH}$} +{$-0.015$}{\rm $c_{bH}$} +{$-0.013$}{\rm $c_{HVV,Vff}^{[13]}$} +{$-0.013$}{\rm $c_{tH}$} +{$-0.010$}{\rm $c_{HVV,Vff}^{[14]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC16} (1.37e+01):}} -{$+0.832$}{\rm $c_{HVV,Vff}^{[10]}$} -{$-0.378$}{\rm $c_{2q2l}^{[2]}$} -{$+0.256$}{\rm $c_{HVV,Vff}^{[11]}$} -{$+0.247$}{\rm $c_{W}$} -{$+0.125$}{\rm $c_{uH,dH,H\Box}$} -{$+0.100$}{\rm $c_{HVV,Vff}^{[9]}$} -{$-0.070$}{\rm $c_{2q2l}^{[3]}$} -{$-0.038$}{\rm $c_{eH}$} -{$+0.037$}{\rm $c_{HVV,Vff}^{[8]}$} -{$+0.034$}{\rm $c_{tH}$} -{$-0.033$}{\rm $c_{top}^{[1]}$} -{$+0.027$}{\rm $c_{2q2l}^{[1]}$} -{$-0.024$}{\rm $c_{HVV,Vff}^{[14]}$} -{$+0.020$}{\rm $c_{tG}$} -{$+0.018$}{\rm $c_{bH}$} -{$+0.014$}{\rm $c_{4q}^{[1]}$} -{$-0.011$}{\rm $c_{HVV,Vff}^{[12]}$} - \nonumber \\ \nonumber \\ +{$+0.832$}{\rm $c_{HVV,Vff}^{[10]}$} +{$-0.378$}{\rm $c_{2q2l}^{[2]}$} +{$+0.256$}{\rm $c_{HVV,Vff}^{[11]}$} +{$+0.247$}{\rm $c_{W}$} +{$+0.125$}{\rm $c_{uH,dH,H\Box}$} +{$+0.100$}{\rm $c_{HVV,Vff}^{[9]}$} +{$-0.070$}{\rm $c_{2q2l}^{[3]}$} +{$-0.038$}{\rm $c_{eH}$} +{$+0.037$}{\rm $c_{HVV,Vff}^{[8]}$} +{$+0.034$}{\rm $c_{tH}$} +{$-0.033$}{\rm $c_{top}^{[1]}$} +{$+0.027$}{\rm $c_{2q2l}^{[1]}$} +{$-0.024$}{\rm $c_{HVV,Vff}^{[14]}$} +{$+0.020$}{\rm $c_{tG}$} +{$+0.018$}{\rm $c_{bH}$} +{$+0.014$}{\rm $c_{4q}^{[1]}$} +{$-0.011$}{\rm $c_{HVV,Vff}^{[12]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC17} (7.13e+00):}} -{$-0.874$}{\rm $c_{2q2l}^{[2]}$} -{$-0.376$}{\rm $c_{HVV,Vff}^{[11]}$} -{$-0.250$}{\rm $c_{HVV,Vff}^{[10]}$} -{$+0.091$}{\rm $c_{HVV,Vff}^{[12]}$} -{$+0.083$}{\rm $c_{2q2l}^{[3]}$} -{$-0.074$}{\rm $c_{W}$} -{$-0.057$}{\rm $c_{uH,dH,H\Box}$} -{$+0.051$}{\rm $c_{HVV,Vff}^{[9]}$} -{$-0.043$}{\rm $c_{HVV,Vff}^{[14]}$} -{$-0.040$}{\rm $c_{tG}$} -{$+0.026$}{\rm $c_{eH}$} -{$+0.023$}{\rm $c_{HVV,Vff}^{[7]}$} -{$+0.021$}{\rm $c_{HVV,Vff}^{[8]}$} -{$+0.017$}{\rm $c_{2q2l}^{[4]}$} - \nonumber \\ \nonumber \\ +{$-0.874$}{\rm $c_{2q2l}^{[2]}$} +{$-0.376$}{\rm $c_{HVV,Vff}^{[11]}$} +{$-0.250$}{\rm $c_{HVV,Vff}^{[10]}$} +{$+0.091$}{\rm $c_{HVV,Vff}^{[12]}$} +{$+0.083$}{\rm $c_{2q2l}^{[3]}$} +{$-0.074$}{\rm $c_{W}$} +{$-0.057$}{\rm $c_{uH,dH,H\Box}$} +{$+0.051$}{\rm $c_{HVV,Vff}^{[9]}$} +{$-0.043$}{\rm $c_{HVV,Vff}^{[14]}$} +{$-0.040$}{\rm $c_{tG}$} +{$+0.026$}{\rm $c_{eH}$} +{$+0.023$}{\rm $c_{HVV,Vff}^{[7]}$} +{$+0.021$}{\rm $c_{HVV,Vff}^{[8]}$} +{$+0.017$}{\rm $c_{2q2l}^{[4]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC18} (2.49e+00):}} -{$+0.987$}{\rm $c_{HVV,Vff}^{[12]}$} -{$+0.070$}{\rm $c_{2q2l}^{[2]}$} -{$-0.065$}{\rm $c_{tH}$} -{$+0.059$}{\rm $c_{top}^{[1]}$} -{$+0.058$}{\rm $c_{HVV,Vff}^{[11]}$} -{$-0.056$}{\rm $c_{HVV,Vff}^{[13]}$} -{$-0.050$}{\rm $c_{uH,dH,H\Box}$} -{$-0.036$}{\rm $c_{2q2l}^{[3]}$} -{$+0.030$}{\rm $c_{HVV,Vff}^{[9]}$} -{$+0.025$}{\rm $c_{HVV,Vff}^{[10]}$} -{$+0.018$}{\rm $c_{W}$} -{$-0.018$}{\rm $c_{HVV,Vff}^{[14]}$} -{$-0.016$}{\rm $c_{eH}$} -{$+0.013$}{\rm $c_{tG}$} - \nonumber \\ \nonumber \\ +{$+0.987$}{\rm $c_{HVV,Vff}^{[12]}$} +{$+0.070$}{\rm $c_{2q2l}^{[2]}$} +{$-0.065$}{\rm $c_{tH}$} +{$+0.059$}{\rm $c_{top}^{[1]}$} +{$+0.058$}{\rm $c_{HVV,Vff}^{[11]}$} +{$-0.056$}{\rm $c_{HVV,Vff}^{[13]}$} +{$-0.050$}{\rm $c_{uH,dH,H\Box}$} +{$-0.036$}{\rm $c_{2q2l}^{[3]}$} +{$+0.030$}{\rm $c_{HVV,Vff}^{[9]}$} +{$+0.025$}{\rm $c_{HVV,Vff}^{[10]}$} +{$+0.018$}{\rm $c_{W}$} +{$-0.018$}{\rm $c_{HVV,Vff}^{[14]}$} +{$-0.016$}{\rm $c_{eH}$} +{$+0.013$}{\rm $c_{tG}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC19} (1.14e+00):}} -{$+0.786$}{\rm $c_{HVV,Vff}^{[13]}$} -{$+0.430$}{\rm $c_{top}^{[1]}$} -{$-0.356$}{\rm $c_{2q2l}^{[3]}$} -{$-0.179$}{\rm $c_{uH,dH,H\Box}$} -{$-0.148$}{\rm $c_{tH}$} -{$-0.103$}{\rm $c_{tG}$} -{$+0.038$}{\rm $c_{2q2l}^{[4]}$} -{$+0.038$}{\rm $c_{HVV,Vff}^{[11]}$} -{$-0.030$}{\rm $c_{eH}$} -{$+0.030$}{\rm $c_{HVV,Vff}^{[14]}$} -{$-0.028$}{\rm $c_{2q2l}^{[2]}$} -{$+0.025$}{\rm $c_{HVV,Vff}^{[9]}$} -{$-0.013$}{\rm $c_{HVV,Vff}^{[12]}$} -{$+0.010$}{\rm $c_{W}$} - \nonumber \\ \nonumber \\ +{$+0.786$}{\rm $c_{HVV,Vff}^{[13]}$} +{$+0.430$}{\rm $c_{top}^{[1]}$} +{$-0.356$}{\rm $c_{2q2l}^{[3]}$} +{$-0.179$}{\rm $c_{uH,dH,H\Box}$} +{$-0.148$}{\rm $c_{tH}$} +{$-0.103$}{\rm $c_{tG}$} +{$+0.038$}{\rm $c_{2q2l}^{[4]}$} +{$+0.038$}{\rm $c_{HVV,Vff}^{[11]}$} +{$-0.030$}{\rm $c_{eH}$} +{$+0.030$}{\rm $c_{HVV,Vff}^{[14]}$} +{$-0.028$}{\rm $c_{2q2l}^{[2]}$} +{$+0.025$}{\rm $c_{HVV,Vff}^{[9]}$} +{$-0.013$}{\rm $c_{HVV,Vff}^{[12]}$} +{$+0.010$}{\rm $c_{W}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC20} (8.63e-01):}} -{$-0.717$}{\rm $c_{top}^{[1]}$} -{$+0.557$}{\rm $c_{HVV,Vff}^{[13]}$} -{$+0.346$}{\rm $c_{2q2l}^{[3]}$} -{$+0.199$}{\rm $c_{tG}$} -{$-0.079$}{\rm $c_{tH}$} -{$+0.076$}{\rm $c_{HVV,Vff}^{[12]}$} -{$+0.033$}{\rm $c_{eH}$} -{$+0.029$}{\rm $c_{2q2l}^{[2]}$} -{$+0.026$}{\rm $c_{2q2l}^{[4]}$} -{$+0.023$}{\rm $c_{HVV,Vff}^{[10]}$} -{$-0.022$}{\rm $c_{uH,dH,H\Box}$} -{$+0.020$}{\rm $c_{HVV,Vff}^{[14]}$} -{$+0.011$}{\rm $c_{HVV,Vff}^{[11]}$} - \nonumber \\ \nonumber \\ +{$-0.717$}{\rm $c_{top}^{[1]}$} +{$+0.557$}{\rm $c_{HVV,Vff}^{[13]}$} +{$+0.346$}{\rm $c_{2q2l}^{[3]}$} +{$+0.199$}{\rm $c_{tG}$} +{$-0.079$}{\rm $c_{tH}$} +{$+0.076$}{\rm $c_{HVV,Vff}^{[12]}$} +{$+0.033$}{\rm $c_{eH}$} +{$+0.029$}{\rm $c_{2q2l}^{[2]}$} +{$+0.026$}{\rm $c_{2q2l}^{[4]}$} +{$+0.023$}{\rm $c_{HVV,Vff}^{[10]}$} +{$-0.022$}{\rm $c_{uH,dH,H\Box}$} +{$+0.020$}{\rm $c_{HVV,Vff}^{[14]}$} +{$+0.011$}{\rm $c_{HVV,Vff}^{[11]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC21} (7.95e-01):}} -{$+0.829$}{\rm $c_{2q2l}^{[3]}$} -{$+0.438$}{\rm $c_{top}^{[1]}$} -{$-0.272$}{\rm $c_{eH}$} -{$+0.112$}{\rm $c_{HVV,Vff}^{[10]}$} -{$-0.104$}{\rm $c_{tG}$} -{$+0.096$}{\rm $c_{HVV,Vff}^{[13]}$} -{$-0.088$}{\rm $c_{uH,dH,H\Box}$} -{$+0.056$}{\rm $c_{2q2l}^{[2]}$} -{$+0.046$}{\rm $c_{HVV,Vff}^{[9]}$} -{$+0.012$}{\rm $c_{tH}$} -{$-0.012$}{\rm $c_{HVV,Vff}^{[14]}$} -{$-0.012$}{\rm $c_{2q2l}^{[4]}$} - \nonumber \\ \nonumber \\ +{$+0.829$}{\rm $c_{2q2l}^{[3]}$} +{$+0.438$}{\rm $c_{top}^{[1]}$} +{$-0.272$}{\rm $c_{eH}$} +{$+0.112$}{\rm $c_{HVV,Vff}^{[10]}$} +{$-0.104$}{\rm $c_{tG}$} +{$+0.096$}{\rm $c_{HVV,Vff}^{[13]}$} +{$-0.088$}{\rm $c_{uH,dH,H\Box}$} +{$+0.056$}{\rm $c_{2q2l}^{[2]}$} +{$+0.046$}{\rm $c_{HVV,Vff}^{[9]}$} +{$+0.012$}{\rm $c_{tH}$} +{$-0.012$}{\rm $c_{HVV,Vff}^{[14]}$} +{$-0.012$}{\rm $c_{2q2l}^{[4]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC22} (4.08e-01):}} -{$+0.931$}{\rm $c_{uH,dH,H\Box}$} -{$+0.189$}{\rm $c_{HVV,Vff}^{[13]}$} -{$+0.183$}{\rm $c_{eH}$} -{$+0.125$}{\rm $c_{top}^{[1]}$} -{$-0.103$}{\rm $c_{tG}$} -{$-0.096$}{\rm $c_{HVV,Vff}^{[14]}$} -{$-0.089$}{\rm $c_{HVV,Vff}^{[11]}$} -{$-0.077$}{\rm $c_{HVV,Vff}^{[10]}$} -{$+0.065$}{\rm $c_{HVV,Vff}^{[12]}$} -{$+0.065$}{\rm $c_{2q2l}^{[3]}$} -{$+0.056$}{\rm $c_{tH}$} -{$+0.028$}{\rm $c_{2q2l}^{[2]}$} -{$-0.022$}{\rm $c_{HVV,Vff}^{[9]}$} -{$-0.021$}{\rm $c_{bH}$} -{$-0.016$}{\rm $c_{HVV,Vff}^{[7]}$} -{$-0.013$}{\rm $c_{4q}^{[2]}$} -{$-0.011$}{\rm $c_{2q2l}^{[4]}$} - \nonumber \\ \nonumber \\ +{$+0.931$}{\rm $c_{uH,dH,H\Box}$} +{$+0.189$}{\rm $c_{HVV,Vff}^{[13]}$} +{$+0.183$}{\rm $c_{eH}$} +{$+0.125$}{\rm $c_{top}^{[1]}$} +{$-0.103$}{\rm $c_{tG}$} +{$-0.096$}{\rm $c_{HVV,Vff}^{[14]}$} +{$-0.089$}{\rm $c_{HVV,Vff}^{[11]}$} +{$-0.077$}{\rm $c_{HVV,Vff}^{[10]}$} +{$+0.065$}{\rm $c_{HVV,Vff}^{[12]}$} +{$+0.065$}{\rm $c_{2q2l}^{[3]}$} +{$+0.056$}{\rm $c_{tH}$} +{$+0.028$}{\rm $c_{2q2l}^{[2]}$} +{$-0.022$}{\rm $c_{HVV,Vff}^{[9]}$} +{$-0.021$}{\rm $c_{bH}$} +{$-0.016$}{\rm $c_{HVV,Vff}^{[7]}$} +{$-0.013$}{\rm $c_{4q}^{[2]}$} +{$-0.011$}{\rm $c_{2q2l}^{[4]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC23} (3.18e-01):}} -{$+0.919$}{\rm $c_{eH}$} -{$-0.215$}{\rm $c_{uH,dH,H\Box}$} -{$+0.191$}{\rm $c_{2q2l}^{[3]}$} -{$-0.188$}{\rm $c_{HVV,Vff}^{[14]}$} -{$+0.129$}{\rm $c_{top}^{[1]}$} -{$+0.083$}{\rm $c_{HVV,Vff}^{[10]}$} -{$-0.073$}{\rm $c_{tH}$} -{$+0.055$}{\rm $c_{HVV,Vff}^{[11]}$} -{$-0.040$}{\rm $c_{2q2l}^{[4]}$} -{$-0.031$}{\rm $c_{tG}$} -{$+0.029$}{\rm $c_{HVV,Vff}^{[9]}$} -{$-0.025$}{\rm $c_{4q}^{[2]}$} -{$+0.022$}{\rm $c_{2q2l}^{[2]}$} -{$-0.013$}{\rm $c_{HVV,Vff}^{[12]}$} -{$+0.012$}{\rm $c_{bH}$} - \nonumber \\ \nonumber \\ +{$+0.919$}{\rm $c_{eH}$} +{$-0.215$}{\rm $c_{uH,dH,H\Box}$} +{$+0.191$}{\rm $c_{2q2l}^{[3]}$} +{$-0.188$}{\rm $c_{HVV,Vff}^{[14]}$} +{$+0.129$}{\rm $c_{top}^{[1]}$} +{$+0.083$}{\rm $c_{HVV,Vff}^{[10]}$} +{$-0.073$}{\rm $c_{tH}$} +{$+0.055$}{\rm $c_{HVV,Vff}^{[11]}$} +{$-0.040$}{\rm $c_{2q2l}^{[4]}$} +{$-0.031$}{\rm $c_{tG}$} +{$+0.029$}{\rm $c_{HVV,Vff}^{[9]}$} +{$-0.025$}{\rm $c_{4q}^{[2]}$} +{$+0.022$}{\rm $c_{2q2l}^{[2]}$} +{$-0.013$}{\rm $c_{HVV,Vff}^{[12]}$} +{$+0.012$}{\rm $c_{bH}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC24} (1.93e-01):}} -{$-0.956$}{\rm $c_{HVV,Vff}^{[14]}$} -{$+0.204$}{\rm $c_{2q2l}^{[4]}$} -{$-0.182$}{\rm $c_{eH}$} -{$-0.054$}{\rm $c_{2q2l}^{[3]}$} -{$-0.053$}{\rm $c_{uH,dH,H\Box}$} -{$-0.045$}{\rm $c_{top}^{[1]}$} -{$+0.043$}{\rm $c_{2q2l}^{[2]}$} -{$-0.026$}{\rm $c_{HVV,Vff}^{[12]}$} -{$-0.016$}{\rm $c_{HVV,Vff}^{[10]}$} -{$-0.012$}{\rm $c_{4q}^{[2]}$} - \nonumber \\ \nonumber \\ +{$-0.956$}{\rm $c_{HVV,Vff}^{[14]}$} +{$+0.204$}{\rm $c_{2q2l}^{[4]}$} +{$-0.182$}{\rm $c_{eH}$} +{$-0.054$}{\rm $c_{2q2l}^{[3]}$} +{$-0.053$}{\rm $c_{uH,dH,H\Box}$} +{$-0.045$}{\rm $c_{top}^{[1]}$} +{$+0.043$}{\rm $c_{2q2l}^{[2]}$} +{$-0.026$}{\rm $c_{HVV,Vff}^{[12]}$} +{$-0.016$}{\rm $c_{HVV,Vff}^{[10]}$} +{$-0.012$}{\rm $c_{4q}^{[2]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC25} (5.50e-02):}} -{$+0.901$}{\rm $c_{tH}$} -{$-0.357$}{\rm $c_{2q2l}^{[4]}$} -{$+0.152$}{\rm $c_{HVV,Vff}^{[13]}$} -{$-0.100$}{\rm $c_{uH,dH,H\Box}$} -{$-0.099$}{\rm $c_{4q}^{[2]}$} -{$+0.078$}{\rm $c_{tG}$} -{$-0.069$}{\rm $c_{HVV,Vff}^{[14]}$} -{$+0.062$}{\rm $c_{HVV,Vff}^{[12]}$} -{$-0.036$}{\rm $c_{2q2l}^{[3]}$} -{$-0.032$}{\rm $c_{HVV,Vff}^{[9]}$} -{$+0.028$}{\rm $c_{eH}$} -{$+0.019$}{\rm $c_{top}^{[1]}$} -{$-0.016$}{\rm $c_{HVV,Vff}^{[10]}$} - \nonumber \\ \nonumber \\ +{$+0.901$}{\rm $c_{tH}$} +{$-0.357$}{\rm $c_{2q2l}^{[4]}$} +{$+0.152$}{\rm $c_{HVV,Vff}^{[13]}$} +{$-0.100$}{\rm $c_{uH,dH,H\Box}$} +{$-0.099$}{\rm $c_{4q}^{[2]}$} +{$+0.078$}{\rm $c_{tG}$} +{$-0.069$}{\rm $c_{HVV,Vff}^{[14]}$} +{$+0.062$}{\rm $c_{HVV,Vff}^{[12]}$} +{$-0.036$}{\rm $c_{2q2l}^{[3]}$} +{$-0.032$}{\rm $c_{HVV,Vff}^{[9]}$} +{$+0.028$}{\rm $c_{eH}$} +{$+0.019$}{\rm $c_{top}^{[1]}$} +{$-0.016$}{\rm $c_{HVV,Vff}^{[10]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC26} (3.61e-02):}} -{$-0.867$}{\rm $c_{2q2l}^{[4]}$} -{$+0.333$}{\rm $c_{4q}^{[2]}$} -{$-0.312$}{\rm $c_{tH}$} -{$-0.174$}{\rm $c_{HVV,Vff}^{[14]}$} -{$-0.078$}{\rm $c_{eH}$} -{$-0.031$}{\rm $c_{HVV,Vff}^{[11]}$} -{$-0.027$}{\rm $c_{top}^{[1]}$} -{$-0.022$}{\rm $c_{tG}$} -{$-0.021$}{\rm $c_{2q2l}^{[3]}$} -{$-0.015$}{\rm $c_{HVV,Vff}^{[12]}$} -{$+0.014$}{\rm $c_{uH,dH,H\Box}$} -{$+0.011$}{\rm $c_{HVV,Vff}^{[10]}$} - \nonumber \\ \nonumber \\ +{$-0.867$}{\rm $c_{2q2l}^{[4]}$} +{$+0.333$}{\rm $c_{4q}^{[2]}$} +{$-0.312$}{\rm $c_{tH}$} +{$-0.174$}{\rm $c_{HVV,Vff}^{[14]}$} +{$-0.078$}{\rm $c_{eH}$} +{$-0.031$}{\rm $c_{HVV,Vff}^{[11]}$} +{$-0.027$}{\rm $c_{top}^{[1]}$} +{$-0.022$}{\rm $c_{tG}$} +{$-0.021$}{\rm $c_{2q2l}^{[3]}$} +{$-0.015$}{\rm $c_{HVV,Vff}^{[12]}$} +{$+0.014$}{\rm $c_{uH,dH,H\Box}$} +{$+0.011$}{\rm $c_{HVV,Vff}^{[10]}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC27} (4.29e-10):}} -{$-0.937$}{\rm $c_{4q}^{[2]}$} -{$-0.272$}{\rm $c_{2q2l}^{[4]}$} -{$-0.204$}{\rm $c_{tH}$} -{$-0.053$}{\rm $c_{eH}$} -{$-0.036$}{\rm $c_{HVV,Vff}^{[14]}$} -{$-0.024$}{\rm $c_{HVV,Vff}^{[13]}$} -{$-0.023$}{\rm $c_{top}^{[1]}$} -{$-0.013$}{\rm $c_{2q2l}^{[3]}$} -{$-0.012$}{\rm $c_{HVV,Vff}^{[12]}$} -{$-0.012$}{\rm $c_{tG}$} -{$-0.011$}{\rm $c_{HVV,Vff}^{[11]}$} -{$+0.011$}{\rm $c_{uH,dH,H\Box}$} - \nonumber \\ \nonumber \\ +{$-0.937$}{\rm $c_{4q}^{[2]}$} +{$-0.272$}{\rm $c_{2q2l}^{[4]}$} +{$-0.204$}{\rm $c_{tH}$} +{$-0.053$}{\rm $c_{eH}$} +{$-0.036$}{\rm $c_{HVV,Vff}^{[14]}$} +{$-0.024$}{\rm $c_{HVV,Vff}^{[13]}$} +{$-0.023$}{\rm $c_{top}^{[1]}$} +{$-0.013$}{\rm $c_{2q2l}^{[3]}$} +{$-0.012$}{\rm $c_{HVV,Vff}^{[12]}$} +{$-0.012$}{\rm $c_{tG}$} +{$-0.011$}{\rm $c_{HVV,Vff}^{[11]}$} +{$+0.011$}{\rm $c_{uH,dH,H\Box}$} + \nonumber \\ \nonumber \\ \end{document} diff --git a/docs/source/_static/report_smefit20_linear/index.html b/docs/source/_static/report_smefit20_linear/index.html index 924f11fc..d0a6aad9 100644 --- a/docs/source/_static/report_smefit20_linear/index.html +++ b/docs/source/_static/report_smefit20_linear/index.html @@ -30,25 +30,25 @@
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    -
    - diff --git a/docs/source/_static/report_smefit20_linear/meta/chi2_tables.css b/docs/source/_static/report_smefit20_linear/meta/chi2_tables.css index 8deab058..6871e271 100644 --- a/docs/source/_static/report_smefit20_linear/meta/chi2_tables.css +++ b/docs/source/_static/report_smefit20_linear/meta/chi2_tables.css @@ -1,4 +1,4 @@ - + /* start css.sty */ .cmr-7{font-size:70%;} .cmmi-7{font-size:70%;font-style: italic;} @@ -77,7 +77,7 @@ div.figure img {text-align:center;} .reversemarginpar{float:left;} table.equation {width:100%;} .equation td{text-align:center; } -td.equation { margin-top:1em; margin-bottom:1em; } +td.equation { margin-top:1em; margin-bottom:1em; } td.equation-label { width:5%; text-align:center; } td.eqnarray4 { width:5%; white-space: normal; } td.eqnarray2 { width:5%; } @@ -319,4 +319,3 @@ div.array {text-align:center;} #TBL-17 colgroup{border-left: 1px solid black;border-right:1px solid black;} #TBL-17{border-collapse:collapse;} /* end css.sty */ - diff --git a/docs/source/_static/report_smefit20_linear/meta/coefficient_summary.css b/docs/source/_static/report_smefit20_linear/meta/coefficient_summary.css index 747a7e77..2c59b107 100644 --- a/docs/source/_static/report_smefit20_linear/meta/coefficient_summary.css +++ b/docs/source/_static/report_smefit20_linear/meta/coefficient_summary.css @@ -1,4 +1,4 @@ - + /* start css.sty */ .cmr-5{font-size:50%;} .cmr-7{font-size:70%;} @@ -80,7 +80,7 @@ div.figure img {text-align:center;} .reversemarginpar{float:left;} table.equation {width:100%;} .equation td{text-align:center; } -td.equation { margin-top:1em; margin-bottom:1em; } +td.equation { margin-top:1em; margin-bottom:1em; } td.equation-label { width:5%; text-align:center; } td.eqnarray4 { width:5%; white-space: normal; } td.eqnarray2 { width:5%; } @@ -164,4 +164,3 @@ div.array {text-align:center;} #TBL-1 colgroup{border-left: 1px solid black;border-right:1px solid black;} #TBL-1{border-collapse:collapse;} /* end css.sty */ - diff --git a/docs/source/_static/report_smefit20_linear/meta/coefficient_summary.tex b/docs/source/_static/report_smefit20_linear/meta/coefficient_summary.tex index 2e70553a..146069ab 100644 --- a/docs/source/_static/report_smefit20_linear/meta/coefficient_summary.tex +++ b/docs/source/_static/report_smefit20_linear/meta/coefficient_summary.tex @@ -62,14 +62,14 @@ & $c_{dt}^{8}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{dt}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{qd}^{8}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} - & $c_{qd}^{1}$ & $\checkmark$ & & $\checkmark$ & + & $c_{qd}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \hline \multirow{5}{*}{4H} & $c_{QQ}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{QQ}^{8}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{Qt}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{Qt}^{8}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} - & $c_{tt}^{1}$ & $\checkmark$ & & $\checkmark$ & + & $c_{tt}^{1}$ & $\checkmark$ & & $\checkmark$ & \\ \hline \multirow{7}{*}{B} & $c_{\varphi G}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} @@ -78,7 +78,7 @@ & $c_{\varphi WB}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{\varphi \Box}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} & $c_{\varphi D}$ & $\checkmark$ & & $\checkmark$ & \\ \cline{2-6} - & $c_{WWW}$ & $\checkmark$ & & $\checkmark$ & + & $c_{WWW}$ & $\checkmark$ & & $\checkmark$ & \\ \hline \hline & Number fitted coefficients & 36 & & 36 & \\ \hline \end{tabular} diff --git a/docs/source/_static/report_smefit20_linear/meta/coefficients_table.css b/docs/source/_static/report_smefit20_linear/meta/coefficients_table.css index d370b63c..ca63d74a 100644 --- a/docs/source/_static/report_smefit20_linear/meta/coefficients_table.css +++ b/docs/source/_static/report_smefit20_linear/meta/coefficients_table.css @@ -1,4 +1,4 @@ - + /* start css.sty */ .cmr-5{font-size:50%;} .cmr-7{font-size:70%;} @@ -80,7 +80,7 @@ div.figure img {text-align:center;} .reversemarginpar{float:left;} table.equation {width:100%;} .equation td{text-align:center; } -td.equation { margin-top:1em; margin-bottom:1em; } +td.equation { margin-top:1em; margin-bottom:1em; } td.equation-label { width:5%; text-align:center; } td.eqnarray4 { width:5%; white-space: normal; } td.eqnarray2 { width:5%; } @@ -166,4 +166,3 @@ div.array {text-align:center;} #TBL-1 colgroup{border-left: 1px solid black;border-right:1px solid black;} #TBL-1{border-collapse:collapse;} /* end css.sty */ - diff --git a/docs/source/_static/report_smefit20_linear/meta/dataset_summary.css b/docs/source/_static/report_smefit20_linear/meta/dataset_summary.css index a9da66f9..cf21a14f 100644 --- a/docs/source/_static/report_smefit20_linear/meta/dataset_summary.css +++ b/docs/source/_static/report_smefit20_linear/meta/dataset_summary.css @@ -1,4 +1,4 @@ - + /* start css.sty */ .cmr-8{font-size:80%;} .msam-10x-x-80{font-size:80%;} @@ -76,7 +76,7 @@ div.figure img {text-align:center;} .reversemarginpar{float:left;} table.equation {width:100%;} .equation td{text-align:center; } -td.equation { margin-top:1em; margin-bottom:1em; } +td.equation { margin-top:1em; margin-bottom:1em; } td.equation-label { width:5%; text-align:center; } td.eqnarray4 { width:5%; white-space: normal; } td.eqnarray2 { width:5%; } @@ -158,4 +158,3 @@ div.array {text-align:center;} #TBL-1 colgroup{border-left: 1px solid black;border-right:1px solid black;} #TBL-1{border-collapse:collapse;} /* end css.sty */ - diff --git a/docs/source/_static/report_smefit20_linear/meta/pca_table_mult_prescr_lin.css b/docs/source/_static/report_smefit20_linear/meta/pca_table_mult_prescr_lin.css index e26d879d..b6214ceb 100644 --- a/docs/source/_static/report_smefit20_linear/meta/pca_table_mult_prescr_lin.css +++ b/docs/source/_static/report_smefit20_linear/meta/pca_table_mult_prescr_lin.css @@ -1,4 +1,4 @@ - + /* start css.sty */ .cmr-7{font-size:70%;} .cmmi-7{font-size:70%;font-style: italic;} @@ -79,7 +79,7 @@ div.figure img {text-align:center;} .reversemarginpar{float:left;} table.equation {width:100%;} .equation td{text-align:center; } -td.equation { margin-top:1em; margin-bottom:1em; } +td.equation { margin-top:1em; margin-bottom:1em; } td.equation-label { width:5%; text-align:center; } td.eqnarray4 { width:5%; white-space: normal; } td.eqnarray2 { width:5%; } @@ -153,4 +153,3 @@ table[rules] {border-left:solid black 0.4pt; border-right:solid black 0.4pt; } div.array {text-align:center;} .rotatebox{display: inline-block;} /* end css.sty */ - diff --git a/docs/source/_static/report_smefit20_linear/meta/pca_table_mult_prescr_lin.tex b/docs/source/_static/report_smefit20_linear/meta/pca_table_mult_prescr_lin.tex index c56afc1a..65b7e628 100644 --- a/docs/source/_static/report_smefit20_linear/meta/pca_table_mult_prescr_lin.tex +++ b/docs/source/_static/report_smefit20_linear/meta/pca_table_mult_prescr_lin.tex @@ -20,547 +20,547 @@ \begin{document} \noindent \underline{\bf{Principal Components Analysis}:} NS\\ \\ \\ \noindent \textcolor{red}{\underline{\bf{PC 1} (1.28e+11):}} -{$-0.965$}{\rm $c_{\varphi G}$} -{$+0.233$}{\rm $c_{\varphi WB}$} -{$+0.104$}{\rm $c_{\varphi D}$} -{$-0.058$}{\rm $c_{tG}$} - \nonumber \\ \nonumber \\ +{$-0.965$}{\rm $c_{\varphi G}$} +{$+0.233$}{\rm $c_{\varphi WB}$} +{$+0.104$}{\rm $c_{\varphi D}$} +{$-0.058$}{\rm $c_{tG}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 2} (1.91e+07):}} -{$-0.728$}{\rm $c_{tG}$} -{$-0.399$}{\rm $c_{qq}^{1,8}$} -{$-0.342$}{\rm $c_{qt}^{8}$} -{$-0.312$}{\rm $c_{ut}^{8}$} -{$+0.164$}{\rm $c_{qu}^{1}$} -{$-0.140$}{\rm $c_{dt}^{8}$} -{$+0.139$}{\rm $c_{qt}^{1}$} -{$-0.104$}{\rm $c_{qq}^{1,1}$} -{$-0.064$}{\rm $c_{qu}^{8}$} -{$-0.063$}{\rm $c_{ut}^{1}$} -{$+0.060$}{\rm $c_{qd}^{1}$} -{$-0.045$}{\rm $c_{dt}^{1}$} -{$+0.044$}{\rm $c_{\varphi G}$} -{$-0.039$}{\rm $c_{qq}^{8,3}$} -{$-0.038$}{\rm $c_{qq}^{1,3}$} -{$-0.019$}{\rm $c_{qd}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.728$}{\rm $c_{tG}$} +{$-0.399$}{\rm $c_{qq}^{1,8}$} +{$-0.342$}{\rm $c_{qt}^{8}$} +{$-0.312$}{\rm $c_{ut}^{8}$} +{$+0.164$}{\rm $c_{qu}^{1}$} +{$-0.140$}{\rm $c_{dt}^{8}$} +{$+0.139$}{\rm $c_{qt}^{1}$} +{$-0.104$}{\rm $c_{qq}^{1,1}$} +{$-0.064$}{\rm $c_{qu}^{8}$} +{$-0.063$}{\rm $c_{ut}^{1}$} +{$+0.060$}{\rm $c_{qd}^{1}$} +{$-0.045$}{\rm $c_{dt}^{1}$} +{$+0.044$}{\rm $c_{\varphi G}$} +{$-0.039$}{\rm $c_{qq}^{8,3}$} +{$-0.038$}{\rm $c_{qq}^{1,3}$} +{$-0.019$}{\rm $c_{qd}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 3} (1.05e+07):}} -{$-0.888$}{\rm $c_{\varphi WB}$} -{$-0.380$}{\rm $c_{\varphi D}$} -{$-0.255$}{\rm $c_{\varphi G}$} -{$-0.041$}{\rm $c_{WWW}$} -{$+0.015$}{\rm $c_{\varphi B}$} -{$-0.012$}{\rm $c_{tG}$} - \nonumber \\ \nonumber \\ +{$-0.888$}{\rm $c_{\varphi WB}$} +{$-0.380$}{\rm $c_{\varphi D}$} +{$-0.255$}{\rm $c_{\varphi G}$} +{$-0.041$}{\rm $c_{WWW}$} +{$+0.015$}{\rm $c_{\varphi B}$} +{$-0.012$}{\rm $c_{tG}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 4} (8.83e+05):}} -{$-0.668$}{\rm $c_{qq}^{1,8}$} -{$+0.459$}{\rm $c_{qt}^{8}$} -{$+0.299$}{\rm $c_{qu}^{8}$} -{$-0.287$}{\rm $c_{ut}^{8}$} -{$+0.234$}{\rm $c_{tG}$} -{$-0.184$}{\rm $c_{qt}^{1}$} -{$-0.135$}{\rm $c_{qq}^{8,3}$} -{$-0.128$}{\rm $c_{dt}^{8}$} -{$-0.127$}{\rm $c_{qu}^{1}$} -{$-0.103$}{\rm $c_{qq}^{1,1}$} -{$-0.088$}{\rm $c_{ut}^{1}$} -{$+0.077$}{\rm $c_{qd}^{8}$} -{$-0.062$}{\rm $c_{qd}^{1}$} -{$-0.038$}{\rm $c_{dt}^{1}$} -{$-0.037$}{\rm $c_{qq}^{1,3}$} -{$-0.014$}{\rm $c_{\varphi G}$} - \nonumber \\ \nonumber \\ +{$-0.668$}{\rm $c_{qq}^{1,8}$} +{$+0.459$}{\rm $c_{qt}^{8}$} +{$+0.299$}{\rm $c_{qu}^{8}$} +{$-0.287$}{\rm $c_{ut}^{8}$} +{$+0.234$}{\rm $c_{tG}$} +{$-0.184$}{\rm $c_{qt}^{1}$} +{$-0.135$}{\rm $c_{qq}^{8,3}$} +{$-0.128$}{\rm $c_{dt}^{8}$} +{$-0.127$}{\rm $c_{qu}^{1}$} +{$-0.103$}{\rm $c_{qq}^{1,1}$} +{$-0.088$}{\rm $c_{ut}^{1}$} +{$+0.077$}{\rm $c_{qd}^{8}$} +{$-0.062$}{\rm $c_{qd}^{1}$} +{$-0.038$}{\rm $c_{dt}^{1}$} +{$-0.037$}{\rm $c_{qq}^{1,3}$} +{$-0.014$}{\rm $c_{\varphi G}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 5} (2.87e+05):}} -{$-0.929$}{\rm $c_{\varphi B}$} -{$-0.286$}{\rm $c_{\varphi W}$} -{$-0.192$}{\rm $c_{\varphi D}$} -{$+0.085$}{\rm $c_{b \varphi}$} -{$+0.067$}{\rm $c_{\varphi WB}$} -{$-0.056$}{\rm $c_{tW}$} -{$+0.050$}{\rm $c_{tZ}$} -{$+0.027$}{\rm $c_{c \varphi}$} -{$-0.020$}{\rm $c_{WWW}$} -{$+0.017$}{\rm $c_{\tau \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.929$}{\rm $c_{\varphi B}$} +{$-0.286$}{\rm $c_{\varphi W}$} +{$-0.192$}{\rm $c_{\varphi D}$} +{$+0.085$}{\rm $c_{b \varphi}$} +{$+0.067$}{\rm $c_{\varphi WB}$} +{$-0.056$}{\rm $c_{tW}$} +{$+0.050$}{\rm $c_{tZ}$} +{$+0.027$}{\rm $c_{c \varphi}$} +{$-0.020$}{\rm $c_{WWW}$} +{$+0.017$}{\rm $c_{\tau \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 6} (2.47e+05):}} -{$-0.611$}{\rm $c_{tG}$} -{$+0.590$}{\rm $c_{qt}^{8}$} -{$+0.296$}{\rm $c_{qq}^{1,8}$} -{$-0.275$}{\rm $c_{qu}^{1}$} -{$-0.199$}{\rm $c_{qq}^{8,3}$} -{$-0.196$}{\rm $c_{qt}^{1}$} -{$+0.164$}{\rm $c_{ut}^{8}$} -{$-0.069$}{\rm $c_{qd}^{1}$} -{$+0.066$}{\rm $c_{qu}^{8}$} -{$+0.035$}{\rm $c_{\varphi G}$} -{$+0.023$}{\rm $c_{dt}^{8}$} -{$+0.019$}{\rm $c_{dt}^{1}$} -{$-0.015$}{\rm $c_{qd}^{8}$} -{$+0.013$}{\rm $c_{\varphi B}$} -{$+0.013$}{\rm $c_{WWW}$} -{$-0.011$}{\rm $c_{qq}^{1,3}$} - \nonumber \\ \nonumber \\ +{$-0.611$}{\rm $c_{tG}$} +{$+0.590$}{\rm $c_{qt}^{8}$} +{$+0.296$}{\rm $c_{qq}^{1,8}$} +{$-0.275$}{\rm $c_{qu}^{1}$} +{$-0.199$}{\rm $c_{qq}^{8,3}$} +{$-0.196$}{\rm $c_{qt}^{1}$} +{$+0.164$}{\rm $c_{ut}^{8}$} +{$-0.069$}{\rm $c_{qd}^{1}$} +{$+0.066$}{\rm $c_{qu}^{8}$} +{$+0.035$}{\rm $c_{\varphi G}$} +{$+0.023$}{\rm $c_{dt}^{8}$} +{$+0.019$}{\rm $c_{dt}^{1}$} +{$-0.015$}{\rm $c_{qd}^{8}$} +{$+0.013$}{\rm $c_{\varphi B}$} +{$+0.013$}{\rm $c_{WWW}$} +{$-0.011$}{\rm $c_{qq}^{1,3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 7} (1.16e+05):}} -{$-0.600$}{\rm $c_{ut}^{8}$} -{$+0.482$}{\rm $c_{qq}^{1,8}$} -{$+0.420$}{\rm $c_{qd}^{8}$} -{$-0.302$}{\rm $c_{qq}^{8,3}$} -{$-0.191$}{\rm $c_{dt}^{8}$} -{$+0.166$}{\rm $c_{qu}^{8}$} -{$-0.148$}{\rm $c_{qt}^{8}$} -{$-0.146$}{\rm $c_{qt}^{1}$} -{$-0.109$}{\rm $c_{qq}^{1,1}$} -{$-0.096$}{\rm $c_{qq}^{1,3}$} -{$+0.085$}{\rm $c_{tG}$} -{$-0.055$}{\rm $c_{ut}^{1}$} -{$-0.032$}{\rm $c_{dt}^{1}$} -{$-0.016$}{\rm $c_{qu}^{1}$} -{$-0.013$}{\rm $c_{qd}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.600$}{\rm $c_{ut}^{8}$} +{$+0.482$}{\rm $c_{qq}^{1,8}$} +{$+0.420$}{\rm $c_{qd}^{8}$} +{$-0.302$}{\rm $c_{qq}^{8,3}$} +{$-0.191$}{\rm $c_{dt}^{8}$} +{$+0.166$}{\rm $c_{qu}^{8}$} +{$-0.148$}{\rm $c_{qt}^{8}$} +{$-0.146$}{\rm $c_{qt}^{1}$} +{$-0.109$}{\rm $c_{qq}^{1,1}$} +{$-0.096$}{\rm $c_{qq}^{1,3}$} +{$+0.085$}{\rm $c_{tG}$} +{$-0.055$}{\rm $c_{ut}^{1}$} +{$-0.032$}{\rm $c_{dt}^{1}$} +{$-0.016$}{\rm $c_{qu}^{1}$} +{$-0.013$}{\rm $c_{qd}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 8} (5.89e+04):}} -{$+0.974$}{\rm $c_{WWW}$} -{$-0.195$}{\rm $c_{\varphi D}$} -{$-0.065$}{\rm $c_{\varphi \Box}$} -{$+0.043$}{\rm $c_{\varphi WB}$} -{$+0.042$}{\rm $c_{qu}^{8}$} -{$+0.041$}{\rm $c_{t \varphi}$} -{$+0.034$}{\rm $c_{qq}^{8,3}$} -{$+0.033$}{\rm $c_{qu}^{1}$} -{$+0.025$}{\rm $c_{qt}^{1}$} -{$+0.020$}{\rm $c_{qd}^{8}$} -{$+0.018$}{\rm $c_{\varphi B}$} -{$+0.015$}{\rm $c_{\varphi W}$} -{$-0.011$}{\rm $c_{\varphi G}$} -{$+0.010$}{\rm $c_{qd}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.974$}{\rm $c_{WWW}$} +{$-0.195$}{\rm $c_{\varphi D}$} +{$-0.065$}{\rm $c_{\varphi \Box}$} +{$+0.043$}{\rm $c_{\varphi WB}$} +{$+0.042$}{\rm $c_{qu}^{8}$} +{$+0.041$}{\rm $c_{t \varphi}$} +{$+0.034$}{\rm $c_{qq}^{8,3}$} +{$+0.033$}{\rm $c_{qu}^{1}$} +{$+0.025$}{\rm $c_{qt}^{1}$} +{$+0.020$}{\rm $c_{qd}^{8}$} +{$+0.018$}{\rm $c_{\varphi B}$} +{$+0.015$}{\rm $c_{\varphi W}$} +{$-0.011$}{\rm $c_{\varphi G}$} +{$+0.010$}{\rm $c_{qd}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 9} (1.21e+04):}} -{$+0.471$}{\rm $c_{qq}^{1,1}$} -{$+0.413$}{\rm $c_{qu}^{1}$} -{$+0.402$}{\rm $c_{qt}^{1}$} -{$+0.369$}{\rm $c_{qu}^{8}$} -{$+0.298$}{\rm $c_{ut}^{1}$} -{$+0.266$}{\rm $c_{qt}^{8}$} -{$+0.258$}{\rm $c_{qd}^{8}$} -{$+0.162$}{\rm $c_{qq}^{1,3}$} -{$+0.149$}{\rm $c_{qd}^{1}$} -{$+0.100$}{\rm $c_{dt}^{1}$} -{$+0.100$}{\rm $c_{qq}^{8,3}$} -{$-0.081$}{\rm $c_{tG}$} -{$-0.071$}{\rm $c_{ut}^{8}$} -{$-0.045$}{\rm $c_{WWW}$} -{$+0.033$}{\rm $c_{qq}^{1,8}$} -{$-0.013$}{\rm $c_{dt}^{8}$} -{$+0.012$}{\rm $c_{\varphi D}$} - \nonumber \\ \nonumber \\ +{$+0.471$}{\rm $c_{qq}^{1,1}$} +{$+0.413$}{\rm $c_{qu}^{1}$} +{$+0.402$}{\rm $c_{qt}^{1}$} +{$+0.369$}{\rm $c_{qu}^{8}$} +{$+0.298$}{\rm $c_{ut}^{1}$} +{$+0.266$}{\rm $c_{qt}^{8}$} +{$+0.258$}{\rm $c_{qd}^{8}$} +{$+0.162$}{\rm $c_{qq}^{1,3}$} +{$+0.149$}{\rm $c_{qd}^{1}$} +{$+0.100$}{\rm $c_{dt}^{1}$} +{$+0.100$}{\rm $c_{qq}^{8,3}$} +{$-0.081$}{\rm $c_{tG}$} +{$-0.071$}{\rm $c_{ut}^{8}$} +{$-0.045$}{\rm $c_{WWW}$} +{$+0.033$}{\rm $c_{qq}^{1,8}$} +{$-0.013$}{\rm $c_{dt}^{8}$} +{$+0.012$}{\rm $c_{\varphi D}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 10} (8.61e+03):}} -{$+0.543$}{\rm $c_{qt}^{1}$} -{$-0.420$}{\rm $c_{qq}^{8,3}$} -{$-0.409$}{\rm $c_{qd}^{8}$} -{$-0.398$}{\rm $c_{qu}^{8}$} -{$+0.289$}{\rm $c_{qt}^{8}$} -{$-0.253$}{\rm $c_{ut}^{8}$} -{$+0.146$}{\rm $c_{tG}$} -{$-0.100$}{\rm $c_{dt}^{8}$} -{$-0.097$}{\rm $c_{qq}^{1,1}$} -{$+0.085$}{\rm $c_{qq}^{1,8}$} -{$+0.069$}{\rm $c_{qu}^{1}$} -{$+0.039$}{\rm $c_{dt}^{1}$} -{$+0.027$}{\rm $c_{qd}^{1}$} -{$+0.021$}{\rm $c_{WWW}$} - \nonumber \\ \nonumber \\ +{$+0.543$}{\rm $c_{qt}^{1}$} +{$-0.420$}{\rm $c_{qq}^{8,3}$} +{$-0.409$}{\rm $c_{qd}^{8}$} +{$-0.398$}{\rm $c_{qu}^{8}$} +{$+0.289$}{\rm $c_{qt}^{8}$} +{$-0.253$}{\rm $c_{ut}^{8}$} +{$+0.146$}{\rm $c_{tG}$} +{$-0.100$}{\rm $c_{dt}^{8}$} +{$-0.097$}{\rm $c_{qq}^{1,1}$} +{$+0.085$}{\rm $c_{qq}^{1,8}$} +{$+0.069$}{\rm $c_{qu}^{1}$} +{$+0.039$}{\rm $c_{dt}^{1}$} +{$+0.027$}{\rm $c_{qd}^{1}$} +{$+0.021$}{\rm $c_{WWW}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 11} (5.20e+03):}} -{$-0.836$}{\rm $c_{b \varphi}$} -{$+0.500$}{\rm $c_{\tau \varphi}$} -{$-0.211$}{\rm $c_{c \varphi}$} -{$-0.073$}{\rm $c_{\varphi B}$} -{$-0.024$}{\rm $c_{\varphi D}$} -{$+0.021$}{\rm $c_{\varphi W}$} -{$+0.011$}{\rm $c_{\varphi WB}$} -{$-0.010$}{\rm $c_{WWW}$} - \nonumber \\ \nonumber \\ +{$-0.836$}{\rm $c_{b \varphi}$} +{$+0.500$}{\rm $c_{\tau \varphi}$} +{$-0.211$}{\rm $c_{c \varphi}$} +{$-0.073$}{\rm $c_{\varphi B}$} +{$-0.024$}{\rm $c_{\varphi D}$} +{$+0.021$}{\rm $c_{\varphi W}$} +{$+0.011$}{\rm $c_{\varphi WB}$} +{$-0.010$}{\rm $c_{WWW}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 12} (3.36e+03):}} -{$-0.866$}{\rm $c_{\tau \varphi}$} -{$-0.476$}{\rm $c_{b \varphi}$} -{$-0.139$}{\rm $c_{c \varphi}$} -{$-0.061$}{\rm $c_{\varphi B}$} -{$-0.025$}{\rm $c_{\varphi D}$} -{$+0.015$}{\rm $c_{\varphi W}$} -{$+0.011$}{\rm $c_{\varphi WB}$} -{$+0.011$}{\rm $c_{\varphi \Box}$} - \nonumber \\ \nonumber \\ +{$-0.866$}{\rm $c_{\tau \varphi}$} +{$-0.476$}{\rm $c_{b \varphi}$} +{$-0.139$}{\rm $c_{c \varphi}$} +{$-0.061$}{\rm $c_{\varphi B}$} +{$-0.025$}{\rm $c_{\varphi D}$} +{$+0.015$}{\rm $c_{\varphi W}$} +{$+0.011$}{\rm $c_{\varphi WB}$} +{$+0.011$}{\rm $c_{\varphi \Box}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 13} (9.15e+02):}} -{$-0.998$}{\rm $c_{tW}$} -{$+0.052$}{\rm $c_{\varphi B}$} -{$+0.016$}{\rm $c_{\varphi W}$} -{$+0.011$}{\rm $c_{\varphi D}$} - \nonumber \\ \nonumber \\ +{$-0.998$}{\rm $c_{tW}$} +{$+0.052$}{\rm $c_{\varphi B}$} +{$+0.016$}{\rm $c_{\varphi W}$} +{$+0.011$}{\rm $c_{\varphi D}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 14} (4.77e+02):}} -{$-0.592$}{\rm $c_{qq}^{8,3}$} -{$+0.456$}{\rm $c_{qd}^{1}$} -{$+0.447$}{\rm $c_{ut}^{8}$} -{$-0.353$}{\rm $c_{dt}^{1}$} -{$+0.191$}{\rm $c_{qu}^{1}$} -{$+0.153$}{\rm $c_{qd}^{8}$} -{$-0.146$}{\rm $c_{dt}^{8}$} -{$-0.103$}{\rm $c_{qt}^{8}$} -{$-0.094$}{\rm $c_{qt}^{1}$} -{$-0.092$}{\rm $c_{qq}^{1,8}$} -{$+0.048$}{\rm $c_{qq}^{1,3}$} -{$+0.047$}{\rm $c_{qu}^{8}$} -{$+0.046$}{\rm $c_{tG}$} -{$-0.024$}{\rm $c_{qq}^{1,1}$} -{$-0.011$}{\rm $c_{ut}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.592$}{\rm $c_{qq}^{8,3}$} +{$+0.456$}{\rm $c_{qd}^{1}$} +{$+0.447$}{\rm $c_{ut}^{8}$} +{$-0.353$}{\rm $c_{dt}^{1}$} +{$+0.191$}{\rm $c_{qu}^{1}$} +{$+0.153$}{\rm $c_{qd}^{8}$} +{$-0.146$}{\rm $c_{dt}^{8}$} +{$-0.103$}{\rm $c_{qt}^{8}$} +{$-0.094$}{\rm $c_{qt}^{1}$} +{$-0.092$}{\rm $c_{qq}^{1,8}$} +{$+0.048$}{\rm $c_{qq}^{1,3}$} +{$+0.047$}{\rm $c_{qu}^{8}$} +{$+0.046$}{\rm $c_{tG}$} +{$-0.024$}{\rm $c_{qq}^{1,1}$} +{$-0.011$}{\rm $c_{ut}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 15} (4.11e+02):}} -{$+0.515$}{\rm $c_{qq}^{1,1}$} -{$+0.448$}{\rm $c_{ut}^{1}$} -{$-0.414$}{\rm $c_{qu}^{8}$} -{$+0.296$}{\rm $c_{qq}^{1,3}$} -{$-0.283$}{\rm $c_{qt}^{1}$} -{$-0.229$}{\rm $c_{qu}^{1}$} -{$-0.197$}{\rm $c_{dt}^{1}$} -{$-0.178$}{\rm $c_{ut}^{8}$} -{$-0.143$}{\rm $c_{qd}^{1}$} -{$-0.134$}{\rm $c_{qq}^{8,3}$} -{$-0.125$}{\rm $c_{qq}^{1,8}$} -{$-0.082$}{\rm $c_{dt}^{8}$} -{$-0.080$}{\rm $c_{qt}^{8}$} -{$-0.046$}{\rm $c_{\varphi D}$} -{$+0.036$}{\rm $c_{WWW}$} -{$+0.022$}{\rm $c_{qd}^{8}$} -{$+0.012$}{\rm $c_{\varphi WB}$} - \nonumber \\ \nonumber \\ +{$+0.515$}{\rm $c_{qq}^{1,1}$} +{$+0.448$}{\rm $c_{ut}^{1}$} +{$-0.414$}{\rm $c_{qu}^{8}$} +{$+0.296$}{\rm $c_{qq}^{1,3}$} +{$-0.283$}{\rm $c_{qt}^{1}$} +{$-0.229$}{\rm $c_{qu}^{1}$} +{$-0.197$}{\rm $c_{dt}^{1}$} +{$-0.178$}{\rm $c_{ut}^{8}$} +{$-0.143$}{\rm $c_{qd}^{1}$} +{$-0.134$}{\rm $c_{qq}^{8,3}$} +{$-0.125$}{\rm $c_{qq}^{1,8}$} +{$-0.082$}{\rm $c_{dt}^{8}$} +{$-0.080$}{\rm $c_{qt}^{8}$} +{$-0.046$}{\rm $c_{\varphi D}$} +{$+0.036$}{\rm $c_{WWW}$} +{$+0.022$}{\rm $c_{qd}^{8}$} +{$+0.012$}{\rm $c_{\varphi WB}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 16} (2.11e+02):}} -{$-0.926$}{\rm $c_{c \varphi}$} -{$-0.281$}{\rm $c_{\varphi W}$} -{$+0.227$}{\rm $c_{b \varphi}$} -{$+0.078$}{\rm $c_{\varphi B}$} -{$-0.072$}{\rm $c_{\varphi \Box}$} -{$+0.021$}{\rm $c_{t \varphi}$} -{$+0.013$}{\rm $c_{\varphi D}$} -{$+0.012$}{\rm $c_{\tau \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.926$}{\rm $c_{c \varphi}$} +{$-0.281$}{\rm $c_{\varphi W}$} +{$+0.227$}{\rm $c_{b \varphi}$} +{$+0.078$}{\rm $c_{\varphi B}$} +{$-0.072$}{\rm $c_{\varphi \Box}$} +{$+0.021$}{\rm $c_{t \varphi}$} +{$+0.013$}{\rm $c_{\varphi D}$} +{$+0.012$}{\rm $c_{\tau \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 17} (1.04e+02):}} -{$+0.854$}{\rm $c_{\varphi D}$} -{$-0.375$}{\rm $c_{\varphi WB}$} -{$-0.204$}{\rm $c_{\varphi B}$} -{$-0.194$}{\rm $c_{\varphi \Box}$} -{$+0.174$}{\rm $c_{WWW}$} -{$+0.115$}{\rm $c_{t \varphi}$} -{$-0.064$}{\rm $c_{dt}^{1}$} -{$+0.025$}{\rm $c_{ut}^{1}$} -{$-0.024$}{\rm $c_{qu}^{8}$} -{$-0.024$}{\rm $c_{b \varphi}$} -{$+0.020$}{\rm $c_{qq}^{1,3}$} -{$+0.020$}{\rm $c_{qq}^{8,3}$} -{$+0.012$}{\rm $c_{c \varphi}$} -{$+0.012$}{\rm $c_{qt}^{8}$} -{$-0.012$}{\rm $c_{ut}^{8}$} -{$-0.011$}{\rm $c_{\varphi W}$} - \nonumber \\ \nonumber \\ +{$+0.854$}{\rm $c_{\varphi D}$} +{$-0.375$}{\rm $c_{\varphi WB}$} +{$-0.204$}{\rm $c_{\varphi B}$} +{$-0.194$}{\rm $c_{\varphi \Box}$} +{$+0.174$}{\rm $c_{WWW}$} +{$+0.115$}{\rm $c_{t \varphi}$} +{$-0.064$}{\rm $c_{dt}^{1}$} +{$+0.025$}{\rm $c_{ut}^{1}$} +{$-0.024$}{\rm $c_{qu}^{8}$} +{$-0.024$}{\rm $c_{b \varphi}$} +{$+0.020$}{\rm $c_{qq}^{1,3}$} +{$+0.020$}{\rm $c_{qq}^{8,3}$} +{$+0.012$}{\rm $c_{c \varphi}$} +{$+0.012$}{\rm $c_{qt}^{8}$} +{$-0.012$}{\rm $c_{ut}^{8}$} +{$-0.011$}{\rm $c_{\varphi W}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 18} (5.47e+01):}} -{$+0.887$}{\rm $c_{\varphi W}$} -{$-0.275$}{\rm $c_{c \varphi}$} -{$-0.269$}{\rm $c_{\varphi B}$} -{$+0.164$}{\rm $c_{\varphi \Box}$} -{$+0.124$}{\rm $c_{b \varphi}$} -{$-0.071$}{\rm $c_{qq}^{1,3}$} -{$-0.070$}{\rm $c_{dt}^{8}$} -{$+0.051$}{\rm $c_{qq}^{8,3}$} -{$+0.049$}{\rm $c_{qu}^{1}$} -{$+0.045$}{\rm $c_{ut}^{1}$} -{$-0.041$}{\rm $c_{qt}^{1}$} -{$-0.035$}{\rm $c_{qu}^{8}$} -{$+0.032$}{\rm $c_{qt}^{8}$} -{$-0.030$}{\rm $c_{t \varphi}$} -{$+0.026$}{\rm $c_{qd}^{1}$} -{$-0.015$}{\rm $c_{qq}^{1,1}$} -{$-0.013$}{\rm $c_{\varphi Q}^{3}$} -{$-0.012$}{\rm $c_{qd}^{8}$} -{$+0.012$}{\rm $c_{\tau \varphi}$} -{$-0.011$}{\rm $c_{\varphi t}$} -{$+0.010$}{\rm $c_{qq}^{1,8}$} - \nonumber \\ \nonumber \\ +{$+0.887$}{\rm $c_{\varphi W}$} +{$-0.275$}{\rm $c_{c \varphi}$} +{$-0.269$}{\rm $c_{\varphi B}$} +{$+0.164$}{\rm $c_{\varphi \Box}$} +{$+0.124$}{\rm $c_{b \varphi}$} +{$-0.071$}{\rm $c_{qq}^{1,3}$} +{$-0.070$}{\rm $c_{dt}^{8}$} +{$+0.051$}{\rm $c_{qq}^{8,3}$} +{$+0.049$}{\rm $c_{qu}^{1}$} +{$+0.045$}{\rm $c_{ut}^{1}$} +{$-0.041$}{\rm $c_{qt}^{1}$} +{$-0.035$}{\rm $c_{qu}^{8}$} +{$+0.032$}{\rm $c_{qt}^{8}$} +{$-0.030$}{\rm $c_{t \varphi}$} +{$+0.026$}{\rm $c_{qd}^{1}$} +{$-0.015$}{\rm $c_{qq}^{1,1}$} +{$-0.013$}{\rm $c_{\varphi Q}^{3}$} +{$-0.012$}{\rm $c_{qd}^{8}$} +{$+0.012$}{\rm $c_{\tau \varphi}$} +{$-0.011$}{\rm $c_{\varphi t}$} +{$+0.010$}{\rm $c_{qq}^{1,8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 19} (5.02e+01):}} -{$-0.465$}{\rm $c_{qq}^{1,3}$} -{$-0.413$}{\rm $c_{dt}^{8}$} -{$+0.365$}{\rm $c_{qu}^{1}$} -{$+0.325$}{\rm $c_{qq}^{8,3}$} -{$+0.307$}{\rm $c_{ut}^{1}$} -{$-0.280$}{\rm $c_{qt}^{1}$} -{$-0.236$}{\rm $c_{qu}^{8}$} -{$+0.224$}{\rm $c_{qt}^{8}$} -{$+0.165$}{\rm $c_{qd}^{1}$} -{$-0.135$}{\rm $c_{dt}^{1}$} -{$-0.133$}{\rm $c_{\varphi W}$} -{$-0.121$}{\rm $c_{qq}^{1,1}$} -{$-0.085$}{\rm $c_{qd}^{8}$} -{$+0.071$}{\rm $c_{qq}^{1,8}$} -{$+0.046$}{\rm $c_{\varphi B}$} -{$+0.038$}{\rm $c_{c \varphi}$} -{$-0.022$}{\rm $c_{ut}^{8}$} -{$-0.021$}{\rm $c_{\varphi D}$} -{$-0.019$}{\rm $c_{\varphi \Box}$} -{$-0.017$}{\rm $c_{b \varphi}$} -{$+0.016$}{\rm $c_{tG}$} -{$-0.010$}{\rm $c_{WWW}$} -{$+0.010$}{\rm $c_{\varphi WB}$} - \nonumber \\ \nonumber \\ +{$-0.465$}{\rm $c_{qq}^{1,3}$} +{$-0.413$}{\rm $c_{dt}^{8}$} +{$+0.365$}{\rm $c_{qu}^{1}$} +{$+0.325$}{\rm $c_{qq}^{8,3}$} +{$+0.307$}{\rm $c_{ut}^{1}$} +{$-0.280$}{\rm $c_{qt}^{1}$} +{$-0.236$}{\rm $c_{qu}^{8}$} +{$+0.224$}{\rm $c_{qt}^{8}$} +{$+0.165$}{\rm $c_{qd}^{1}$} +{$-0.135$}{\rm $c_{dt}^{1}$} +{$-0.133$}{\rm $c_{\varphi W}$} +{$-0.121$}{\rm $c_{qq}^{1,1}$} +{$-0.085$}{\rm $c_{qd}^{8}$} +{$+0.071$}{\rm $c_{qq}^{1,8}$} +{$+0.046$}{\rm $c_{\varphi B}$} +{$+0.038$}{\rm $c_{c \varphi}$} +{$-0.022$}{\rm $c_{ut}^{8}$} +{$-0.021$}{\rm $c_{\varphi D}$} +{$-0.019$}{\rm $c_{\varphi \Box}$} +{$-0.017$}{\rm $c_{b \varphi}$} +{$+0.016$}{\rm $c_{tG}$} +{$-0.010$}{\rm $c_{WWW}$} +{$+0.010$}{\rm $c_{\varphi WB}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 20} (1.48e+01):}} -{$+0.513$}{\rm $c_{ut}^{1}$} -{$-0.492$}{\rm $c_{qq}^{1,3}$} -{$+0.468$}{\rm $c_{dt}^{1}$} -{$+0.279$}{\rm $c_{dt}^{8}$} -{$-0.258$}{\rm $c_{qq}^{8,3}$} -{$-0.209$}{\rm $c_{qu}^{1}$} -{$+0.147$}{\rm $c_{qd}^{8}$} -{$-0.145$}{\rm $c_{qq}^{1,8}$} -{$-0.134$}{\rm $c_{qt}^{8}$} -{$+0.096$}{\rm $c_{qd}^{1}$} -{$-0.074$}{\rm $c_{qq}^{1,1}$} -{$+0.071$}{\rm $c_{ut}^{8}$} -{$+0.060$}{\rm $c_{qt}^{1}$} -{$+0.032$}{\rm $c_{\varphi D}$} -{$+0.027$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.020$}{\rm $c_{\varphi t}$} -{$+0.020$}{\rm $c_{WWW}$} -{$-0.016$}{\rm $c_{\varphi WB}$} - \nonumber \\ \nonumber \\ +{$+0.513$}{\rm $c_{ut}^{1}$} +{$-0.492$}{\rm $c_{qq}^{1,3}$} +{$+0.468$}{\rm $c_{dt}^{1}$} +{$+0.279$}{\rm $c_{dt}^{8}$} +{$-0.258$}{\rm $c_{qq}^{8,3}$} +{$-0.209$}{\rm $c_{qu}^{1}$} +{$+0.147$}{\rm $c_{qd}^{8}$} +{$-0.145$}{\rm $c_{qq}^{1,8}$} +{$-0.134$}{\rm $c_{qt}^{8}$} +{$+0.096$}{\rm $c_{qd}^{1}$} +{$-0.074$}{\rm $c_{qq}^{1,1}$} +{$+0.071$}{\rm $c_{ut}^{8}$} +{$+0.060$}{\rm $c_{qt}^{1}$} +{$+0.032$}{\rm $c_{\varphi D}$} +{$+0.027$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.020$}{\rm $c_{\varphi t}$} +{$+0.020$}{\rm $c_{WWW}$} +{$-0.016$}{\rm $c_{\varphi WB}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 21} (1.05e+01):}} -{$-0.576$}{\rm $c_{qq}^{1,1}$} -{$+0.499$}{\rm $c_{qq}^{1,3}$} -{$+0.319$}{\rm $c_{qd}^{8}$} -{$+0.311$}{\rm $c_{ut}^{1}$} -{$+0.281$}{\rm $c_{qd}^{1}$} -{$+0.228$}{\rm $c_{qq}^{8,3}$} -{$-0.187$}{\rm $c_{qu}^{8}$} -{$-0.150$}{\rm $c_{qu}^{1}$} -{$+0.120$}{\rm $c_{qt}^{1}$} -{$+0.119$}{\rm $c_{qt}^{8}$} -{$-0.028$}{\rm $c_{ut}^{8}$} -{$-0.026$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.024$}{\rm $c_{\varphi D}$} -{$+0.022$}{\rm $c_{dt}^{8}$} -{$+0.019$}{\rm $c_{\varphi t}$} -{$-0.016$}{\rm $c_{qq}^{1,8}$} -{$-0.015$}{\rm $c_{WWW}$} -{$+0.012$}{\rm $c_{\varphi WB}$} - \nonumber \\ \nonumber \\ +{$-0.576$}{\rm $c_{qq}^{1,1}$} +{$+0.499$}{\rm $c_{qq}^{1,3}$} +{$+0.319$}{\rm $c_{qd}^{8}$} +{$+0.311$}{\rm $c_{ut}^{1}$} +{$+0.281$}{\rm $c_{qd}^{1}$} +{$+0.228$}{\rm $c_{qq}^{8,3}$} +{$-0.187$}{\rm $c_{qu}^{8}$} +{$-0.150$}{\rm $c_{qu}^{1}$} +{$+0.120$}{\rm $c_{qt}^{1}$} +{$+0.119$}{\rm $c_{qt}^{8}$} +{$-0.028$}{\rm $c_{ut}^{8}$} +{$-0.026$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.024$}{\rm $c_{\varphi D}$} +{$+0.022$}{\rm $c_{dt}^{8}$} +{$+0.019$}{\rm $c_{\varphi t}$} +{$-0.016$}{\rm $c_{qq}^{1,8}$} +{$-0.015$}{\rm $c_{WWW}$} +{$+0.012$}{\rm $c_{\varphi WB}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 22} (8.84e+00):}} -{$-0.672$}{\rm $c_{qd}^{1}$} -{$-0.410$}{\rm $c_{dt}^{1}$} -{$+0.350$}{\rm $c_{qd}^{8}$} -{$+0.327$}{\rm $c_{qt}^{1}$} -{$+0.230$}{\rm $c_{ut}^{8}$} -{$-0.183$}{\rm $c_{qq}^{1,3}$} -{$-0.168$}{\rm $c_{qq}^{1,1}$} -{$+0.147$}{\rm $c_{ut}^{1}$} -{$-0.051$}{\rm $c_{dt}^{8}$} -{$-0.050$}{\rm $c_{qq}^{1,8}$} -{$-0.043$}{\rm $c_{qq}^{8,3}$} -{$-0.043$}{\rm $c_{qu}^{8}$} -{$+0.043$}{\rm $c_{qu}^{1}$} -{$-0.039$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.029$}{\rm $c_{\varphi t}$} -{$-0.026$}{\rm $c_{\varphi D}$} -{$-0.017$}{\rm $c_{WWW}$} -{$+0.014$}{\rm $c_{\varphi WB}$} -{$+0.011$}{\rm $c_{qt}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.672$}{\rm $c_{qd}^{1}$} +{$-0.410$}{\rm $c_{dt}^{1}$} +{$+0.350$}{\rm $c_{qd}^{8}$} +{$+0.327$}{\rm $c_{qt}^{1}$} +{$+0.230$}{\rm $c_{ut}^{8}$} +{$-0.183$}{\rm $c_{qq}^{1,3}$} +{$-0.168$}{\rm $c_{qq}^{1,1}$} +{$+0.147$}{\rm $c_{ut}^{1}$} +{$-0.051$}{\rm $c_{dt}^{8}$} +{$-0.050$}{\rm $c_{qq}^{1,8}$} +{$-0.043$}{\rm $c_{qq}^{8,3}$} +{$-0.043$}{\rm $c_{qu}^{8}$} +{$+0.043$}{\rm $c_{qu}^{1}$} +{$-0.039$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.029$}{\rm $c_{\varphi t}$} +{$-0.026$}{\rm $c_{\varphi D}$} +{$-0.017$}{\rm $c_{WWW}$} +{$+0.014$}{\rm $c_{\varphi WB}$} +{$+0.011$}{\rm $c_{qt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 23} (5.40e+00):}} -{$+0.732$}{\rm $c_{dt}^{8}$} -{$+0.497$}{\rm $c_{qu}^{1}$} -{$-0.266$}{\rm $c_{qt}^{1}$} -{$-0.192$}{\rm $c_{qu}^{8}$} -{$-0.181$}{\rm $c_{ut}^{8}$} -{$+0.142$}{\rm $c_{qt}^{8}$} -{$-0.135$}{\rm $c_{dt}^{1}$} -{$-0.101$}{\rm $c_{qq}^{8,3}$} -{$-0.093$}{\rm $c_{qq}^{1,1}$} -{$-0.081$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.062$}{\rm $c_{qd}^{1}$} -{$+0.062$}{\rm $c_{\varphi t}$} -{$+0.048$}{\rm $c_{qd}^{8}$} -{$-0.026$}{\rm $c_{ut}^{1}$} -{$-0.023$}{\rm $c_{qq}^{1,8}$} -{$-0.022$}{\rm $c_{\varphi \Box}$} -{$+0.018$}{\rm $c_{\varphi W}$} -{$-0.018$}{\rm $c_{tG}$} -{$-0.018$}{\rm $c_{\varphi D}$} -{$+0.017$}{\rm $c_{t \varphi}$} -{$+0.016$}{\rm $c_{qq}^{1,3}$} -{$-0.011$}{\rm $c_{WWW}$} - \nonumber \\ \nonumber \\ +{$+0.732$}{\rm $c_{dt}^{8}$} +{$+0.497$}{\rm $c_{qu}^{1}$} +{$-0.266$}{\rm $c_{qt}^{1}$} +{$-0.192$}{\rm $c_{qu}^{8}$} +{$-0.181$}{\rm $c_{ut}^{8}$} +{$+0.142$}{\rm $c_{qt}^{8}$} +{$-0.135$}{\rm $c_{dt}^{1}$} +{$-0.101$}{\rm $c_{qq}^{8,3}$} +{$-0.093$}{\rm $c_{qq}^{1,1}$} +{$-0.081$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.062$}{\rm $c_{qd}^{1}$} +{$+0.062$}{\rm $c_{\varphi t}$} +{$+0.048$}{\rm $c_{qd}^{8}$} +{$-0.026$}{\rm $c_{ut}^{1}$} +{$-0.023$}{\rm $c_{qq}^{1,8}$} +{$-0.022$}{\rm $c_{\varphi \Box}$} +{$+0.018$}{\rm $c_{\varphi W}$} +{$-0.018$}{\rm $c_{tG}$} +{$-0.018$}{\rm $c_{\varphi D}$} +{$+0.017$}{\rm $c_{t \varphi}$} +{$+0.016$}{\rm $c_{qq}^{1,3}$} +{$-0.011$}{\rm $c_{WWW}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 24} (3.35e+00):}} -{$+0.765$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.574$}{\rm $c_{\varphi t}$} -{$+0.203$}{\rm $c_{\varphi \Box}$} -{$-0.094$}{\rm $c_{t \varphi}$} -{$+0.092$}{\rm $c_{qu}^{1}$} -{$-0.065$}{\rm $c_{qu}^{8}$} -{$+0.063$}{\rm $c_{qd}^{8}$} -{$-0.058$}{\rm $c_{qd}^{1}$} -{$-0.052$}{\rm $c_{\varphi W}$} -{$+0.048$}{\rm $c_{\varphi D}$} -{$+0.041$}{\rm $c_{qq}^{1,3}$} -{$+0.037$}{\rm $c_{dt}^{8}$} -{$-0.035$}{\rm $c_{qq}^{1,1}$} -{$+0.032$}{\rm $c_{qt}^{8}$} -{$+0.031$}{\rm $c_{WWW}$} -{$-0.029$}{\rm $c_{ut}^{1}$} -{$-0.026$}{\rm $c_{qt}^{1}$} -{$-0.025$}{\rm $c_{\varphi WB}$} -{$-0.020$}{\rm $c_{tZ}$} - \nonumber \\ \nonumber \\ +{$+0.765$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.574$}{\rm $c_{\varphi t}$} +{$+0.203$}{\rm $c_{\varphi \Box}$} +{$-0.094$}{\rm $c_{t \varphi}$} +{$+0.092$}{\rm $c_{qu}^{1}$} +{$-0.065$}{\rm $c_{qu}^{8}$} +{$+0.063$}{\rm $c_{qd}^{8}$} +{$-0.058$}{\rm $c_{qd}^{1}$} +{$-0.052$}{\rm $c_{\varphi W}$} +{$+0.048$}{\rm $c_{\varphi D}$} +{$+0.041$}{\rm $c_{qq}^{1,3}$} +{$+0.037$}{\rm $c_{dt}^{8}$} +{$-0.035$}{\rm $c_{qq}^{1,1}$} +{$+0.032$}{\rm $c_{qt}^{8}$} +{$+0.031$}{\rm $c_{WWW}$} +{$-0.029$}{\rm $c_{ut}^{1}$} +{$-0.026$}{\rm $c_{qt}^{1}$} +{$-0.025$}{\rm $c_{\varphi WB}$} +{$-0.020$}{\rm $c_{tZ}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 25} (3.18e+00):}} -{$+0.842$}{\rm $c_{\varphi \Box}$} -{$-0.384$}{\rm $c_{t \varphi}$} -{$-0.196$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.176$}{\rm $c_{\varphi D}$} -{$-0.171$}{\rm $c_{\varphi W}$} -{$+0.146$}{\rm $c_{\varphi t}$} -{$+0.114$}{\rm $c_{WWW}$} -{$-0.091$}{\rm $c_{\varphi WB}$} -{$+0.020$}{\rm $c_{tZ}$} -{$-0.017$}{\rm $c_{c \varphi}$} -{$+0.015$}{\rm $c_{dt}^{1}$} -{$+0.013$}{\rm $c_{qd}^{8}$} -{$+0.013$}{\rm $c_{qu}^{1}$} -{$-0.012$}{\rm $c_{qu}^{8}$} -{$-0.011$}{\rm $c_{qd}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.842$}{\rm $c_{\varphi \Box}$} +{$-0.384$}{\rm $c_{t \varphi}$} +{$-0.196$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.176$}{\rm $c_{\varphi D}$} +{$-0.171$}{\rm $c_{\varphi W}$} +{$+0.146$}{\rm $c_{\varphi t}$} +{$+0.114$}{\rm $c_{WWW}$} +{$-0.091$}{\rm $c_{\varphi WB}$} +{$+0.020$}{\rm $c_{tZ}$} +{$-0.017$}{\rm $c_{c \varphi}$} +{$+0.015$}{\rm $c_{dt}^{1}$} +{$+0.013$}{\rm $c_{qd}^{8}$} +{$+0.013$}{\rm $c_{qu}^{1}$} +{$-0.012$}{\rm $c_{qu}^{8}$} +{$-0.011$}{\rm $c_{qd}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 26} (1.40e+00):}} -{$-0.520$}{\rm $c_{dt}^{1}$} -{$-0.456$}{\rm $c_{qd}^{8}$} -{$+0.455$}{\rm $c_{qu}^{8}$} -{$+0.369$}{\rm $c_{ut}^{1}$} -{$+0.213$}{\rm $c_{dt}^{8}$} -{$-0.184$}{\rm $c_{qu}^{1}$} -{$-0.169$}{\rm $c_{ut}^{8}$} -{$-0.125$}{\rm $c_{qq}^{1,1}$} -{$+0.106$}{\rm $c_{qq}^{1,8}$} -{$-0.105$}{\rm $c_{qt}^{8}$} -{$+0.105$}{\rm $c_{qd}^{1}$} -{$+0.069$}{\rm $c_{qt}^{1}$} -{$+0.068$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.066$}{\rm $c_{\varphi \Box}$} -{$+0.055$}{\rm $c_{qq}^{8,3}$} -{$-0.053$}{\rm $c_{\varphi t}$} -{$-0.048$}{\rm $c_{qq}^{1,3}$} -{$-0.012$}{\rm $c_{\varphi D}$} -{$+0.011$}{\rm $c_{t \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.520$}{\rm $c_{dt}^{1}$} +{$-0.456$}{\rm $c_{qd}^{8}$} +{$+0.455$}{\rm $c_{qu}^{8}$} +{$+0.369$}{\rm $c_{ut}^{1}$} +{$+0.213$}{\rm $c_{dt}^{8}$} +{$-0.184$}{\rm $c_{qu}^{1}$} +{$-0.169$}{\rm $c_{ut}^{8}$} +{$-0.125$}{\rm $c_{qq}^{1,1}$} +{$+0.106$}{\rm $c_{qq}^{1,8}$} +{$-0.105$}{\rm $c_{qt}^{8}$} +{$+0.105$}{\rm $c_{qd}^{1}$} +{$+0.069$}{\rm $c_{qt}^{1}$} +{$+0.068$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.066$}{\rm $c_{\varphi \Box}$} +{$+0.055$}{\rm $c_{qq}^{8,3}$} +{$-0.053$}{\rm $c_{\varphi t}$} +{$-0.048$}{\rm $c_{qq}^{1,3}$} +{$-0.012$}{\rm $c_{\varphi D}$} +{$+0.011$}{\rm $c_{t \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 27} (5.51e-01):}} -{$-0.383$}{\rm $c_{qd}^{1}$} -{$+0.345$}{\rm $c_{qu}^{1}$} -{$+0.342$}{\rm $c_{qq}^{1,3}$} -{$+0.342$}{\rm $c_{dt}^{1}$} -{$-0.299$}{\rm $c_{qd}^{8}$} -{$+0.279$}{\rm $c_{ut}^{1}$} -{$-0.248$}{\rm $c_{qq}^{1,1}$} -{$+0.247$}{\rm $c_{qu}^{8}$} -{$-0.242$}{\rm $c_{qt}^{1}$} -{$-0.224$}{\rm $c_{qq}^{8,3}$} -{$-0.220$}{\rm $c_{dt}^{8}$} -{$-0.128$}{\rm $c_{\varphi Q}^{3}$} -{$-0.120$}{\rm $c_{qt}^{8}$} -{$+0.105$}{\rm $c_{ut}^{8}$} -{$-0.072$}{\rm $c_{t \varphi}$} -{$-0.056$}{\rm $c_{\varphi \Box}$} -{$+0.037$}{\rm $c_{qq}^{1,8}$} -{$-0.024$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.020$}{\rm $c_{\varphi t}$} - \nonumber \\ \nonumber \\ +{$-0.383$}{\rm $c_{qd}^{1}$} +{$+0.345$}{\rm $c_{qu}^{1}$} +{$+0.342$}{\rm $c_{qq}^{1,3}$} +{$+0.342$}{\rm $c_{dt}^{1}$} +{$-0.299$}{\rm $c_{qd}^{8}$} +{$+0.279$}{\rm $c_{ut}^{1}$} +{$-0.248$}{\rm $c_{qq}^{1,1}$} +{$+0.247$}{\rm $c_{qu}^{8}$} +{$-0.242$}{\rm $c_{qt}^{1}$} +{$-0.224$}{\rm $c_{qq}^{8,3}$} +{$-0.220$}{\rm $c_{dt}^{8}$} +{$-0.128$}{\rm $c_{\varphi Q}^{3}$} +{$-0.120$}{\rm $c_{qt}^{8}$} +{$+0.105$}{\rm $c_{ut}^{8}$} +{$-0.072$}{\rm $c_{t \varphi}$} +{$-0.056$}{\rm $c_{\varphi \Box}$} +{$+0.037$}{\rm $c_{qq}^{1,8}$} +{$-0.024$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.020$}{\rm $c_{\varphi t}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 28} (3.88e-01):}} -{$+0.900$}{\rm $c_{t \varphi}$} -{$+0.404$}{\rm $c_{\varphi \Box}$} -{$-0.102$}{\rm $c_{\varphi Q}^{3}$} -{$+0.073$}{\rm $c_{tZ}$} -{$+0.050$}{\rm $c_{dt}^{1}$} -{$-0.041$}{\rm $c_{\varphi W}$} -{$-0.031$}{\rm $c_{qd}^{1}$} -{$+0.030$}{\rm $c_{qu}^{1}$} -{$-0.029$}{\rm $c_{dt}^{8}$} -{$+0.026$}{\rm $c_{qq}^{1,3}$} -{$-0.021$}{\rm $c_{qt}^{1}$} -{$+0.021$}{\rm $c_{\varphi B}$} -{$-0.020$}{\rm $c_{qq}^{8,3}$} -{$-0.017$}{\rm $c_{\varphi D}$} -{$+0.015$}{\rm $c_{ut}^{8}$} -{$-0.015$}{\rm $c_{\varphi t}$} -{$-0.013$}{\rm $c_{WWW}$} -{$-0.013$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.011$}{\rm $c_{qq}^{1,1}$} - \nonumber \\ \nonumber \\ +{$+0.900$}{\rm $c_{t \varphi}$} +{$+0.404$}{\rm $c_{\varphi \Box}$} +{$-0.102$}{\rm $c_{\varphi Q}^{3}$} +{$+0.073$}{\rm $c_{tZ}$} +{$+0.050$}{\rm $c_{dt}^{1}$} +{$-0.041$}{\rm $c_{\varphi W}$} +{$-0.031$}{\rm $c_{qd}^{1}$} +{$+0.030$}{\rm $c_{qu}^{1}$} +{$-0.029$}{\rm $c_{dt}^{8}$} +{$+0.026$}{\rm $c_{qq}^{1,3}$} +{$-0.021$}{\rm $c_{qt}^{1}$} +{$+0.021$}{\rm $c_{\varphi B}$} +{$-0.020$}{\rm $c_{qq}^{8,3}$} +{$-0.017$}{\rm $c_{\varphi D}$} +{$+0.015$}{\rm $c_{ut}^{8}$} +{$-0.015$}{\rm $c_{\varphi t}$} +{$-0.013$}{\rm $c_{WWW}$} +{$-0.013$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.011$}{\rm $c_{qq}^{1,1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 29} (1.48e-01):}} -{$+0.979$}{\rm $c_{\varphi Q}^{3}$} -{$+0.098$}{\rm $c_{\varphi t}$} -{$+0.088$}{\rm $c_{t \varphi}$} -{$+0.067$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.056$}{\rm $c_{qq}^{1,3}$} -{$-0.049$}{\rm $c_{qd}^{1}$} -{$+0.048$}{\rm $c_{dt}^{1}$} -{$+0.047$}{\rm $c_{qu}^{1}$} -{$-0.038$}{\rm $c_{qq}^{1,1}$} -{$-0.037$}{\rm $c_{qd}^{8}$} -{$+0.036$}{\rm $c_{\varphi \Box}$} -{$+0.035$}{\rm $c_{ut}^{1}$} -{$-0.033$}{\rm $c_{dt}^{8}$} -{$-0.033$}{\rm $c_{qt}^{1}$} -{$+0.030$}{\rm $c_{qu}^{8}$} -{$-0.027$}{\rm $c_{qq}^{8,3}$} -{$-0.015$}{\rm $c_{tZ}$} -{$+0.014$}{\rm $c_{ut}^{8}$} -{$-0.014$}{\rm $c_{qt}^{8}$} -{$-0.011$}{\rm $c_{c \varphi}$} - \nonumber \\ \nonumber \\ +{$+0.979$}{\rm $c_{\varphi Q}^{3}$} +{$+0.098$}{\rm $c_{\varphi t}$} +{$+0.088$}{\rm $c_{t \varphi}$} +{$+0.067$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.056$}{\rm $c_{qq}^{1,3}$} +{$-0.049$}{\rm $c_{qd}^{1}$} +{$+0.048$}{\rm $c_{dt}^{1}$} +{$+0.047$}{\rm $c_{qu}^{1}$} +{$-0.038$}{\rm $c_{qq}^{1,1}$} +{$-0.037$}{\rm $c_{qd}^{8}$} +{$+0.036$}{\rm $c_{\varphi \Box}$} +{$+0.035$}{\rm $c_{ut}^{1}$} +{$-0.033$}{\rm $c_{dt}^{8}$} +{$-0.033$}{\rm $c_{qt}^{1}$} +{$+0.030$}{\rm $c_{qu}^{8}$} +{$-0.027$}{\rm $c_{qq}^{8,3}$} +{$-0.015$}{\rm $c_{tZ}$} +{$+0.014$}{\rm $c_{ut}^{8}$} +{$-0.014$}{\rm $c_{qt}^{8}$} +{$-0.011$}{\rm $c_{c \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 30} (7.78e-03):}} -{$+0.974$}{\rm $c_{tZ}$} -{$-0.176$}{\rm $c_{\varphi t}$} -{$-0.103$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.061$}{\rm $c_{t \varphi}$} -{$+0.049$}{\rm $c_{\varphi B}$} -{$+0.045$}{\rm $c_{\varphi Q}^{3}$} -{$-0.043$}{\rm $c_{\varphi \Box}$} -{$+0.011$}{\rm $c_{\varphi W}$} - \nonumber \\ \nonumber \\ +{$+0.974$}{\rm $c_{tZ}$} +{$-0.176$}{\rm $c_{\varphi t}$} +{$-0.103$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.061$}{\rm $c_{t \varphi}$} +{$+0.049$}{\rm $c_{\varphi B}$} +{$+0.045$}{\rm $c_{\varphi Q}^{3}$} +{$-0.043$}{\rm $c_{\varphi \Box}$} +{$+0.011$}{\rm $c_{\varphi W}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 31} (3.82e-03):}} -{$-0.774$}{\rm $c_{\varphi t}$} -{$-0.588$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.206$}{\rm $c_{tZ}$} -{$+0.111$}{\rm $c_{\varphi Q}^{3}$} - \nonumber \\ \nonumber \\ +{$-0.774$}{\rm $c_{\varphi t}$} +{$-0.588$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.206$}{\rm $c_{tZ}$} +{$+0.111$}{\rm $c_{\varphi Q}^{3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 32} (5.23e-04):}} -{$-0.787$}{\rm $c_{tt}^{1}$} -{$-0.459$}{\rm $c_{Qt}^{8}$} -{$-0.387$}{\rm $c_{QQ}^{1}$} -{$-0.144$}{\rm $c_{QQ}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.787$}{\rm $c_{tt}^{1}$} +{$-0.459$}{\rm $c_{Qt}^{8}$} +{$-0.387$}{\rm $c_{QQ}^{1}$} +{$-0.144$}{\rm $c_{QQ}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 33} (2.04e-05):}} -{$+0.700$}{\rm $c_{QQ}^{8}$} -{$+0.572$}{\rm $c_{Qt}^{8}$} -{$-0.375$}{\rm $c_{tt}^{1}$} -{$-0.174$}{\rm $c_{QQ}^{1}$} -{$+0.111$}{\rm $c_{Qt}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.700$}{\rm $c_{QQ}^{8}$} +{$+0.572$}{\rm $c_{Qt}^{8}$} +{$-0.375$}{\rm $c_{tt}^{1}$} +{$-0.174$}{\rm $c_{QQ}^{1}$} +{$+0.111$}{\rm $c_{Qt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 34} (1.28e-05):}} -{$-0.699$}{\rm $c_{QQ}^{8}$} -{$+0.669$}{\rm $c_{Qt}^{8}$} -{$-0.225$}{\rm $c_{tt}^{1}$} -{$+0.085$}{\rm $c_{Qt}^{1}$} -{$-0.075$}{\rm $c_{QQ}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.699$}{\rm $c_{QQ}^{8}$} +{$+0.669$}{\rm $c_{Qt}^{8}$} +{$-0.225$}{\rm $c_{tt}^{1}$} +{$+0.085$}{\rm $c_{Qt}^{1}$} +{$-0.075$}{\rm $c_{QQ}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 35} (1.28e-05):}} -{$+0.984$}{\rm $c_{Qt}^{1}$} -{$-0.115$}{\rm $c_{Qt}^{8}$} -{$+0.111$}{\rm $c_{tt}^{1}$} -{$-0.069$}{\rm $c_{QQ}^{1}$} -{$-0.019$}{\rm $c_{QQ}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.984$}{\rm $c_{Qt}^{1}$} +{$-0.115$}{\rm $c_{Qt}^{8}$} +{$+0.111$}{\rm $c_{tt}^{1}$} +{$-0.069$}{\rm $c_{QQ}^{1}$} +{$-0.019$}{\rm $c_{QQ}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 36} (1.28e-05):}} -{$+0.900$}{\rm $c_{QQ}^{1}$} -{$-0.421$}{\rm $c_{tt}^{1}$} -{$+0.106$}{\rm $c_{Qt}^{1}$} -{$-0.040$}{\rm $c_{Qt}^{8}$} -{$+0.014$}{\rm $c_{QQ}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.900$}{\rm $c_{QQ}^{1}$} +{$-0.421$}{\rm $c_{tt}^{1}$} +{$+0.106$}{\rm $c_{Qt}^{1}$} +{$-0.040$}{\rm $c_{Qt}^{8}$} +{$+0.014$}{\rm $c_{QQ}^{8}$} + \nonumber \\ \nonumber \\ \end{document} diff --git a/docs/source/_static/report_smefit20_quad/index.html b/docs/source/_static/report_smefit20_quad/index.html index fb857e75..26b409a8 100644 --- a/docs/source/_static/report_smefit20_quad/index.html +++ b/docs/source/_static/report_smefit20_quad/index.html @@ -30,24 +30,24 @@
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    +
    -
    - diff --git a/docs/source/_static/report_smefit20_quad/meta/coefficient_summary.tex b/docs/source/_static/report_smefit20_quad/meta/coefficient_summary.tex index 486dd272..d74982d1 100644 --- a/docs/source/_static/report_smefit20_quad/meta/coefficient_summary.tex +++ b/docs/source/_static/report_smefit20_quad/meta/coefficient_summary.tex @@ -62,14 +62,14 @@ & $c_{dt}^{8}$ & $\checkmark$ & \\ \cline{2-4} & $c_{dt}^{1}$ & $\checkmark$ & \\ \cline{2-4} & $c_{qd}^{8}$ & $\checkmark$ & \\ \cline{2-4} - & $c_{qd}^{1}$ & $\checkmark$ & + & $c_{qd}^{1}$ & $\checkmark$ & \\ \hline \multirow{5}{*}{4H} & $c_{QQ}^{1}$ & $\checkmark$ & \\ \cline{2-4} & $c_{QQ}^{8}$ & $\checkmark$ & \\ \cline{2-4} & $c_{Qt}^{1}$ & $\checkmark$ & \\ \cline{2-4} & $c_{Qt}^{8}$ & $\checkmark$ & \\ \cline{2-4} - & $c_{tt}^{1}$ & $\checkmark$ & + & $c_{tt}^{1}$ & $\checkmark$ & \\ \hline \multirow{7}{*}{B} & $c_{\varphi G}$ & $\checkmark$ & \\ \cline{2-4} @@ -78,7 +78,7 @@ & $c_{\varphi WB}$ & $\checkmark$ & \\ \cline{2-4} & $c_{\varphi \Box}$ & $\checkmark$ & \\ \cline{2-4} & $c_{\varphi D}$ & $\checkmark$ & \\ \cline{2-4} - & $c_{WWW}$ & $\checkmark$ & + & $c_{WWW}$ & $\checkmark$ & \\ \hline \hline & Number fitted coefficients & 36 & \\ \hline \end{tabular} diff --git a/docs/source/_static/report_smefit20_quad/meta/pca_table_mult_prescr_quad.tex b/docs/source/_static/report_smefit20_quad/meta/pca_table_mult_prescr_quad.tex index 7c979ef5..22a30ac9 100644 --- a/docs/source/_static/report_smefit20_quad/meta/pca_table_mult_prescr_quad.tex +++ b/docs/source/_static/report_smefit20_quad/meta/pca_table_mult_prescr_quad.tex @@ -20,547 +20,547 @@ \begin{document} \noindent \underline{\bf{Principal Components Analysis}:} NS quadratic\\ \\ \\ \noindent \textcolor{red}{\underline{\bf{PC 1} (1.28e+11):}} -{$-0.965$}{\rm $c_{\varphi G}$} -{$+0.233$}{\rm $c_{\varphi WB}$} -{$+0.104$}{\rm $c_{\varphi D}$} -{$-0.058$}{\rm $c_{tG}$} - \nonumber \\ \nonumber \\ +{$-0.965$}{\rm $c_{\varphi G}$} +{$+0.233$}{\rm $c_{\varphi WB}$} +{$+0.104$}{\rm $c_{\varphi D}$} +{$-0.058$}{\rm $c_{tG}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 2} (1.91e+07):}} -{$-0.728$}{\rm $c_{tG}$} -{$-0.399$}{\rm $c_{qq}^{1,8}$} -{$-0.342$}{\rm $c_{qt}^{8}$} -{$-0.312$}{\rm $c_{ut}^{8}$} -{$+0.164$}{\rm $c_{qu}^{1}$} -{$-0.140$}{\rm $c_{dt}^{8}$} -{$+0.139$}{\rm $c_{qt}^{1}$} -{$-0.104$}{\rm $c_{qq}^{1,1}$} -{$-0.064$}{\rm $c_{qu}^{8}$} -{$-0.063$}{\rm $c_{ut}^{1}$} -{$+0.060$}{\rm $c_{qd}^{1}$} -{$-0.045$}{\rm $c_{dt}^{1}$} -{$+0.044$}{\rm $c_{\varphi G}$} -{$-0.039$}{\rm $c_{qq}^{8,3}$} -{$-0.038$}{\rm $c_{qq}^{1,3}$} -{$-0.019$}{\rm $c_{qd}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.728$}{\rm $c_{tG}$} +{$-0.399$}{\rm $c_{qq}^{1,8}$} +{$-0.342$}{\rm $c_{qt}^{8}$} +{$-0.312$}{\rm $c_{ut}^{8}$} +{$+0.164$}{\rm $c_{qu}^{1}$} +{$-0.140$}{\rm $c_{dt}^{8}$} +{$+0.139$}{\rm $c_{qt}^{1}$} +{$-0.104$}{\rm $c_{qq}^{1,1}$} +{$-0.064$}{\rm $c_{qu}^{8}$} +{$-0.063$}{\rm $c_{ut}^{1}$} +{$+0.060$}{\rm $c_{qd}^{1}$} +{$-0.045$}{\rm $c_{dt}^{1}$} +{$+0.044$}{\rm $c_{\varphi G}$} +{$-0.039$}{\rm $c_{qq}^{8,3}$} +{$-0.038$}{\rm $c_{qq}^{1,3}$} +{$-0.019$}{\rm $c_{qd}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 3} (1.05e+07):}} -{$-0.888$}{\rm $c_{\varphi WB}$} -{$-0.380$}{\rm $c_{\varphi D}$} -{$-0.255$}{\rm $c_{\varphi G}$} -{$-0.041$}{\rm $c_{WWW}$} -{$+0.015$}{\rm $c_{\varphi B}$} -{$-0.012$}{\rm $c_{tG}$} - \nonumber \\ \nonumber \\ +{$-0.888$}{\rm $c_{\varphi WB}$} +{$-0.380$}{\rm $c_{\varphi D}$} +{$-0.255$}{\rm $c_{\varphi G}$} +{$-0.041$}{\rm $c_{WWW}$} +{$+0.015$}{\rm $c_{\varphi B}$} +{$-0.012$}{\rm $c_{tG}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 4} (8.83e+05):}} -{$-0.668$}{\rm $c_{qq}^{1,8}$} -{$+0.459$}{\rm $c_{qt}^{8}$} -{$+0.299$}{\rm $c_{qu}^{8}$} -{$-0.287$}{\rm $c_{ut}^{8}$} -{$+0.234$}{\rm $c_{tG}$} -{$-0.184$}{\rm $c_{qt}^{1}$} -{$-0.135$}{\rm $c_{qq}^{8,3}$} -{$-0.128$}{\rm $c_{dt}^{8}$} -{$-0.127$}{\rm $c_{qu}^{1}$} -{$-0.103$}{\rm $c_{qq}^{1,1}$} -{$-0.088$}{\rm $c_{ut}^{1}$} -{$+0.077$}{\rm $c_{qd}^{8}$} -{$-0.062$}{\rm $c_{qd}^{1}$} -{$-0.038$}{\rm $c_{dt}^{1}$} -{$-0.037$}{\rm $c_{qq}^{1,3}$} -{$-0.014$}{\rm $c_{\varphi G}$} - \nonumber \\ \nonumber \\ +{$-0.668$}{\rm $c_{qq}^{1,8}$} +{$+0.459$}{\rm $c_{qt}^{8}$} +{$+0.299$}{\rm $c_{qu}^{8}$} +{$-0.287$}{\rm $c_{ut}^{8}$} +{$+0.234$}{\rm $c_{tG}$} +{$-0.184$}{\rm $c_{qt}^{1}$} +{$-0.135$}{\rm $c_{qq}^{8,3}$} +{$-0.128$}{\rm $c_{dt}^{8}$} +{$-0.127$}{\rm $c_{qu}^{1}$} +{$-0.103$}{\rm $c_{qq}^{1,1}$} +{$-0.088$}{\rm $c_{ut}^{1}$} +{$+0.077$}{\rm $c_{qd}^{8}$} +{$-0.062$}{\rm $c_{qd}^{1}$} +{$-0.038$}{\rm $c_{dt}^{1}$} +{$-0.037$}{\rm $c_{qq}^{1,3}$} +{$-0.014$}{\rm $c_{\varphi G}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 5} (2.87e+05):}} -{$-0.929$}{\rm $c_{\varphi B}$} -{$-0.286$}{\rm $c_{\varphi W}$} -{$-0.192$}{\rm $c_{\varphi D}$} -{$+0.085$}{\rm $c_{b \varphi}$} -{$+0.067$}{\rm $c_{\varphi WB}$} -{$-0.056$}{\rm $c_{tW}$} -{$+0.050$}{\rm $c_{tZ}$} -{$+0.027$}{\rm $c_{c \varphi}$} -{$-0.020$}{\rm $c_{WWW}$} -{$+0.017$}{\rm $c_{\tau \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.929$}{\rm $c_{\varphi B}$} +{$-0.286$}{\rm $c_{\varphi W}$} +{$-0.192$}{\rm $c_{\varphi D}$} +{$+0.085$}{\rm $c_{b \varphi}$} +{$+0.067$}{\rm $c_{\varphi WB}$} +{$-0.056$}{\rm $c_{tW}$} +{$+0.050$}{\rm $c_{tZ}$} +{$+0.027$}{\rm $c_{c \varphi}$} +{$-0.020$}{\rm $c_{WWW}$} +{$+0.017$}{\rm $c_{\tau \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 6} (2.47e+05):}} -{$-0.611$}{\rm $c_{tG}$} -{$+0.590$}{\rm $c_{qt}^{8}$} -{$+0.296$}{\rm $c_{qq}^{1,8}$} -{$-0.275$}{\rm $c_{qu}^{1}$} -{$-0.199$}{\rm $c_{qq}^{8,3}$} -{$-0.196$}{\rm $c_{qt}^{1}$} -{$+0.164$}{\rm $c_{ut}^{8}$} -{$-0.069$}{\rm $c_{qd}^{1}$} -{$+0.066$}{\rm $c_{qu}^{8}$} -{$+0.035$}{\rm $c_{\varphi G}$} -{$+0.023$}{\rm $c_{dt}^{8}$} -{$+0.019$}{\rm $c_{dt}^{1}$} -{$-0.015$}{\rm $c_{qd}^{8}$} -{$+0.013$}{\rm $c_{\varphi B}$} -{$+0.013$}{\rm $c_{WWW}$} -{$-0.011$}{\rm $c_{qq}^{1,3}$} - \nonumber \\ \nonumber \\ +{$-0.611$}{\rm $c_{tG}$} +{$+0.590$}{\rm $c_{qt}^{8}$} +{$+0.296$}{\rm $c_{qq}^{1,8}$} +{$-0.275$}{\rm $c_{qu}^{1}$} +{$-0.199$}{\rm $c_{qq}^{8,3}$} +{$-0.196$}{\rm $c_{qt}^{1}$} +{$+0.164$}{\rm $c_{ut}^{8}$} +{$-0.069$}{\rm $c_{qd}^{1}$} +{$+0.066$}{\rm $c_{qu}^{8}$} +{$+0.035$}{\rm $c_{\varphi G}$} +{$+0.023$}{\rm $c_{dt}^{8}$} +{$+0.019$}{\rm $c_{dt}^{1}$} +{$-0.015$}{\rm $c_{qd}^{8}$} +{$+0.013$}{\rm $c_{\varphi B}$} +{$+0.013$}{\rm $c_{WWW}$} +{$-0.011$}{\rm $c_{qq}^{1,3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 7} (1.16e+05):}} -{$-0.600$}{\rm $c_{ut}^{8}$} -{$+0.482$}{\rm $c_{qq}^{1,8}$} -{$+0.420$}{\rm $c_{qd}^{8}$} -{$-0.302$}{\rm $c_{qq}^{8,3}$} -{$-0.191$}{\rm $c_{dt}^{8}$} -{$+0.166$}{\rm $c_{qu}^{8}$} -{$-0.148$}{\rm $c_{qt}^{8}$} -{$-0.146$}{\rm $c_{qt}^{1}$} -{$-0.109$}{\rm $c_{qq}^{1,1}$} -{$-0.096$}{\rm $c_{qq}^{1,3}$} -{$+0.085$}{\rm $c_{tG}$} -{$-0.055$}{\rm $c_{ut}^{1}$} -{$-0.032$}{\rm $c_{dt}^{1}$} -{$-0.016$}{\rm $c_{qu}^{1}$} -{$-0.013$}{\rm $c_{qd}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.600$}{\rm $c_{ut}^{8}$} +{$+0.482$}{\rm $c_{qq}^{1,8}$} +{$+0.420$}{\rm $c_{qd}^{8}$} +{$-0.302$}{\rm $c_{qq}^{8,3}$} +{$-0.191$}{\rm $c_{dt}^{8}$} +{$+0.166$}{\rm $c_{qu}^{8}$} +{$-0.148$}{\rm $c_{qt}^{8}$} +{$-0.146$}{\rm $c_{qt}^{1}$} +{$-0.109$}{\rm $c_{qq}^{1,1}$} +{$-0.096$}{\rm $c_{qq}^{1,3}$} +{$+0.085$}{\rm $c_{tG}$} +{$-0.055$}{\rm $c_{ut}^{1}$} +{$-0.032$}{\rm $c_{dt}^{1}$} +{$-0.016$}{\rm $c_{qu}^{1}$} +{$-0.013$}{\rm $c_{qd}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 8} (5.89e+04):}} -{$+0.974$}{\rm $c_{WWW}$} -{$-0.195$}{\rm $c_{\varphi D}$} -{$-0.065$}{\rm $c_{\varphi \Box}$} -{$+0.043$}{\rm $c_{\varphi WB}$} -{$+0.042$}{\rm $c_{qu}^{8}$} -{$+0.041$}{\rm $c_{t \varphi}$} -{$+0.034$}{\rm $c_{qq}^{8,3}$} -{$+0.033$}{\rm $c_{qu}^{1}$} -{$+0.025$}{\rm $c_{qt}^{1}$} -{$+0.020$}{\rm $c_{qd}^{8}$} -{$+0.018$}{\rm $c_{\varphi B}$} -{$+0.015$}{\rm $c_{\varphi W}$} -{$-0.011$}{\rm $c_{\varphi G}$} -{$+0.010$}{\rm $c_{qd}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.974$}{\rm $c_{WWW}$} +{$-0.195$}{\rm $c_{\varphi D}$} +{$-0.065$}{\rm $c_{\varphi \Box}$} +{$+0.043$}{\rm $c_{\varphi WB}$} +{$+0.042$}{\rm $c_{qu}^{8}$} +{$+0.041$}{\rm $c_{t \varphi}$} +{$+0.034$}{\rm $c_{qq}^{8,3}$} +{$+0.033$}{\rm $c_{qu}^{1}$} +{$+0.025$}{\rm $c_{qt}^{1}$} +{$+0.020$}{\rm $c_{qd}^{8}$} +{$+0.018$}{\rm $c_{\varphi B}$} +{$+0.015$}{\rm $c_{\varphi W}$} +{$-0.011$}{\rm $c_{\varphi G}$} +{$+0.010$}{\rm $c_{qd}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 9} (1.21e+04):}} -{$+0.471$}{\rm $c_{qq}^{1,1}$} -{$+0.413$}{\rm $c_{qu}^{1}$} -{$+0.402$}{\rm $c_{qt}^{1}$} -{$+0.369$}{\rm $c_{qu}^{8}$} -{$+0.298$}{\rm $c_{ut}^{1}$} -{$+0.266$}{\rm $c_{qt}^{8}$} -{$+0.258$}{\rm $c_{qd}^{8}$} -{$+0.162$}{\rm $c_{qq}^{1,3}$} -{$+0.149$}{\rm $c_{qd}^{1}$} -{$+0.100$}{\rm $c_{dt}^{1}$} -{$+0.100$}{\rm $c_{qq}^{8,3}$} -{$-0.081$}{\rm $c_{tG}$} -{$-0.071$}{\rm $c_{ut}^{8}$} -{$-0.045$}{\rm $c_{WWW}$} -{$+0.033$}{\rm $c_{qq}^{1,8}$} -{$-0.013$}{\rm $c_{dt}^{8}$} -{$+0.012$}{\rm $c_{\varphi D}$} - \nonumber \\ \nonumber \\ +{$+0.471$}{\rm $c_{qq}^{1,1}$} +{$+0.413$}{\rm $c_{qu}^{1}$} +{$+0.402$}{\rm $c_{qt}^{1}$} +{$+0.369$}{\rm $c_{qu}^{8}$} +{$+0.298$}{\rm $c_{ut}^{1}$} +{$+0.266$}{\rm $c_{qt}^{8}$} +{$+0.258$}{\rm $c_{qd}^{8}$} +{$+0.162$}{\rm $c_{qq}^{1,3}$} +{$+0.149$}{\rm $c_{qd}^{1}$} +{$+0.100$}{\rm $c_{dt}^{1}$} +{$+0.100$}{\rm $c_{qq}^{8,3}$} +{$-0.081$}{\rm $c_{tG}$} +{$-0.071$}{\rm $c_{ut}^{8}$} +{$-0.045$}{\rm $c_{WWW}$} +{$+0.033$}{\rm $c_{qq}^{1,8}$} +{$-0.013$}{\rm $c_{dt}^{8}$} +{$+0.012$}{\rm $c_{\varphi D}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 10} (8.61e+03):}} -{$+0.543$}{\rm $c_{qt}^{1}$} -{$-0.420$}{\rm $c_{qq}^{8,3}$} -{$-0.409$}{\rm $c_{qd}^{8}$} -{$-0.398$}{\rm $c_{qu}^{8}$} -{$+0.289$}{\rm $c_{qt}^{8}$} -{$-0.253$}{\rm $c_{ut}^{8}$} -{$+0.146$}{\rm $c_{tG}$} -{$-0.100$}{\rm $c_{dt}^{8}$} -{$-0.097$}{\rm $c_{qq}^{1,1}$} -{$+0.085$}{\rm $c_{qq}^{1,8}$} -{$+0.069$}{\rm $c_{qu}^{1}$} -{$+0.039$}{\rm $c_{dt}^{1}$} -{$+0.027$}{\rm $c_{qd}^{1}$} -{$+0.021$}{\rm $c_{WWW}$} - \nonumber \\ \nonumber \\ +{$+0.543$}{\rm $c_{qt}^{1}$} +{$-0.420$}{\rm $c_{qq}^{8,3}$} +{$-0.409$}{\rm $c_{qd}^{8}$} +{$-0.398$}{\rm $c_{qu}^{8}$} +{$+0.289$}{\rm $c_{qt}^{8}$} +{$-0.253$}{\rm $c_{ut}^{8}$} +{$+0.146$}{\rm $c_{tG}$} +{$-0.100$}{\rm $c_{dt}^{8}$} +{$-0.097$}{\rm $c_{qq}^{1,1}$} +{$+0.085$}{\rm $c_{qq}^{1,8}$} +{$+0.069$}{\rm $c_{qu}^{1}$} +{$+0.039$}{\rm $c_{dt}^{1}$} +{$+0.027$}{\rm $c_{qd}^{1}$} +{$+0.021$}{\rm $c_{WWW}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 11} (5.20e+03):}} -{$-0.836$}{\rm $c_{b \varphi}$} -{$+0.500$}{\rm $c_{\tau \varphi}$} -{$-0.211$}{\rm $c_{c \varphi}$} -{$-0.073$}{\rm $c_{\varphi B}$} -{$-0.024$}{\rm $c_{\varphi D}$} -{$+0.021$}{\rm $c_{\varphi W}$} -{$+0.011$}{\rm $c_{\varphi WB}$} -{$-0.010$}{\rm $c_{WWW}$} - \nonumber \\ \nonumber \\ +{$-0.836$}{\rm $c_{b \varphi}$} +{$+0.500$}{\rm $c_{\tau \varphi}$} +{$-0.211$}{\rm $c_{c \varphi}$} +{$-0.073$}{\rm $c_{\varphi B}$} +{$-0.024$}{\rm $c_{\varphi D}$} +{$+0.021$}{\rm $c_{\varphi W}$} +{$+0.011$}{\rm $c_{\varphi WB}$} +{$-0.010$}{\rm $c_{WWW}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 12} (3.36e+03):}} -{$-0.866$}{\rm $c_{\tau \varphi}$} -{$-0.476$}{\rm $c_{b \varphi}$} -{$-0.139$}{\rm $c_{c \varphi}$} -{$-0.061$}{\rm $c_{\varphi B}$} -{$-0.025$}{\rm $c_{\varphi D}$} -{$+0.015$}{\rm $c_{\varphi W}$} -{$+0.011$}{\rm $c_{\varphi WB}$} -{$+0.011$}{\rm $c_{\varphi \Box}$} - \nonumber \\ \nonumber \\ +{$-0.866$}{\rm $c_{\tau \varphi}$} +{$-0.476$}{\rm $c_{b \varphi}$} +{$-0.139$}{\rm $c_{c \varphi}$} +{$-0.061$}{\rm $c_{\varphi B}$} +{$-0.025$}{\rm $c_{\varphi D}$} +{$+0.015$}{\rm $c_{\varphi W}$} +{$+0.011$}{\rm $c_{\varphi WB}$} +{$+0.011$}{\rm $c_{\varphi \Box}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 13} (9.15e+02):}} -{$-0.998$}{\rm $c_{tW}$} -{$+0.052$}{\rm $c_{\varphi B}$} -{$+0.016$}{\rm $c_{\varphi W}$} -{$+0.011$}{\rm $c_{\varphi D}$} - \nonumber \\ \nonumber \\ +{$-0.998$}{\rm $c_{tW}$} +{$+0.052$}{\rm $c_{\varphi B}$} +{$+0.016$}{\rm $c_{\varphi W}$} +{$+0.011$}{\rm $c_{\varphi D}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 14} (4.77e+02):}} -{$-0.592$}{\rm $c_{qq}^{8,3}$} -{$+0.456$}{\rm $c_{qd}^{1}$} -{$+0.447$}{\rm $c_{ut}^{8}$} -{$-0.353$}{\rm $c_{dt}^{1}$} -{$+0.191$}{\rm $c_{qu}^{1}$} -{$+0.153$}{\rm $c_{qd}^{8}$} -{$-0.146$}{\rm $c_{dt}^{8}$} -{$-0.103$}{\rm $c_{qt}^{8}$} -{$-0.094$}{\rm $c_{qt}^{1}$} -{$-0.092$}{\rm $c_{qq}^{1,8}$} -{$+0.048$}{\rm $c_{qq}^{1,3}$} -{$+0.047$}{\rm $c_{qu}^{8}$} -{$+0.046$}{\rm $c_{tG}$} -{$-0.024$}{\rm $c_{qq}^{1,1}$} -{$-0.011$}{\rm $c_{ut}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.592$}{\rm $c_{qq}^{8,3}$} +{$+0.456$}{\rm $c_{qd}^{1}$} +{$+0.447$}{\rm $c_{ut}^{8}$} +{$-0.353$}{\rm $c_{dt}^{1}$} +{$+0.191$}{\rm $c_{qu}^{1}$} +{$+0.153$}{\rm $c_{qd}^{8}$} +{$-0.146$}{\rm $c_{dt}^{8}$} +{$-0.103$}{\rm $c_{qt}^{8}$} +{$-0.094$}{\rm $c_{qt}^{1}$} +{$-0.092$}{\rm $c_{qq}^{1,8}$} +{$+0.048$}{\rm $c_{qq}^{1,3}$} +{$+0.047$}{\rm $c_{qu}^{8}$} +{$+0.046$}{\rm $c_{tG}$} +{$-0.024$}{\rm $c_{qq}^{1,1}$} +{$-0.011$}{\rm $c_{ut}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 15} (4.11e+02):}} -{$+0.515$}{\rm $c_{qq}^{1,1}$} -{$+0.448$}{\rm $c_{ut}^{1}$} -{$-0.414$}{\rm $c_{qu}^{8}$} -{$+0.296$}{\rm $c_{qq}^{1,3}$} -{$-0.283$}{\rm $c_{qt}^{1}$} -{$-0.229$}{\rm $c_{qu}^{1}$} -{$-0.197$}{\rm $c_{dt}^{1}$} -{$-0.178$}{\rm $c_{ut}^{8}$} -{$-0.143$}{\rm $c_{qd}^{1}$} -{$-0.134$}{\rm $c_{qq}^{8,3}$} -{$-0.125$}{\rm $c_{qq}^{1,8}$} -{$-0.082$}{\rm $c_{dt}^{8}$} -{$-0.080$}{\rm $c_{qt}^{8}$} -{$-0.046$}{\rm $c_{\varphi D}$} -{$+0.036$}{\rm $c_{WWW}$} -{$+0.022$}{\rm $c_{qd}^{8}$} -{$+0.012$}{\rm $c_{\varphi WB}$} - \nonumber \\ \nonumber \\ +{$+0.515$}{\rm $c_{qq}^{1,1}$} +{$+0.448$}{\rm $c_{ut}^{1}$} +{$-0.414$}{\rm $c_{qu}^{8}$} +{$+0.296$}{\rm $c_{qq}^{1,3}$} +{$-0.283$}{\rm $c_{qt}^{1}$} +{$-0.229$}{\rm $c_{qu}^{1}$} +{$-0.197$}{\rm $c_{dt}^{1}$} +{$-0.178$}{\rm $c_{ut}^{8}$} +{$-0.143$}{\rm $c_{qd}^{1}$} +{$-0.134$}{\rm $c_{qq}^{8,3}$} +{$-0.125$}{\rm $c_{qq}^{1,8}$} +{$-0.082$}{\rm $c_{dt}^{8}$} +{$-0.080$}{\rm $c_{qt}^{8}$} +{$-0.046$}{\rm $c_{\varphi D}$} +{$+0.036$}{\rm $c_{WWW}$} +{$+0.022$}{\rm $c_{qd}^{8}$} +{$+0.012$}{\rm $c_{\varphi WB}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 16} (2.11e+02):}} -{$-0.926$}{\rm $c_{c \varphi}$} -{$-0.281$}{\rm $c_{\varphi W}$} -{$+0.227$}{\rm $c_{b \varphi}$} -{$+0.078$}{\rm $c_{\varphi B}$} -{$-0.072$}{\rm $c_{\varphi \Box}$} -{$+0.021$}{\rm $c_{t \varphi}$} -{$+0.013$}{\rm $c_{\varphi D}$} -{$+0.012$}{\rm $c_{\tau \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.926$}{\rm $c_{c \varphi}$} +{$-0.281$}{\rm $c_{\varphi W}$} +{$+0.227$}{\rm $c_{b \varphi}$} +{$+0.078$}{\rm $c_{\varphi B}$} +{$-0.072$}{\rm $c_{\varphi \Box}$} +{$+0.021$}{\rm $c_{t \varphi}$} +{$+0.013$}{\rm $c_{\varphi D}$} +{$+0.012$}{\rm $c_{\tau \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 17} (1.04e+02):}} -{$+0.854$}{\rm $c_{\varphi D}$} -{$-0.375$}{\rm $c_{\varphi WB}$} -{$-0.204$}{\rm $c_{\varphi B}$} -{$-0.194$}{\rm $c_{\varphi \Box}$} -{$+0.174$}{\rm $c_{WWW}$} -{$+0.115$}{\rm $c_{t \varphi}$} -{$-0.064$}{\rm $c_{dt}^{1}$} -{$+0.025$}{\rm $c_{ut}^{1}$} -{$-0.024$}{\rm $c_{qu}^{8}$} -{$-0.024$}{\rm $c_{b \varphi}$} -{$+0.020$}{\rm $c_{qq}^{1,3}$} -{$+0.020$}{\rm $c_{qq}^{8,3}$} -{$+0.012$}{\rm $c_{c \varphi}$} -{$+0.012$}{\rm $c_{qt}^{8}$} -{$-0.012$}{\rm $c_{ut}^{8}$} -{$-0.011$}{\rm $c_{\varphi W}$} - \nonumber \\ \nonumber \\ +{$+0.854$}{\rm $c_{\varphi D}$} +{$-0.375$}{\rm $c_{\varphi WB}$} +{$-0.204$}{\rm $c_{\varphi B}$} +{$-0.194$}{\rm $c_{\varphi \Box}$} +{$+0.174$}{\rm $c_{WWW}$} +{$+0.115$}{\rm $c_{t \varphi}$} +{$-0.064$}{\rm $c_{dt}^{1}$} +{$+0.025$}{\rm $c_{ut}^{1}$} +{$-0.024$}{\rm $c_{qu}^{8}$} +{$-0.024$}{\rm $c_{b \varphi}$} +{$+0.020$}{\rm $c_{qq}^{1,3}$} +{$+0.020$}{\rm $c_{qq}^{8,3}$} +{$+0.012$}{\rm $c_{c \varphi}$} +{$+0.012$}{\rm $c_{qt}^{8}$} +{$-0.012$}{\rm $c_{ut}^{8}$} +{$-0.011$}{\rm $c_{\varphi W}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 18} (5.47e+01):}} -{$+0.887$}{\rm $c_{\varphi W}$} -{$-0.275$}{\rm $c_{c \varphi}$} -{$-0.269$}{\rm $c_{\varphi B}$} -{$+0.164$}{\rm $c_{\varphi \Box}$} -{$+0.124$}{\rm $c_{b \varphi}$} -{$-0.071$}{\rm $c_{qq}^{1,3}$} -{$-0.070$}{\rm $c_{dt}^{8}$} -{$+0.051$}{\rm $c_{qq}^{8,3}$} -{$+0.049$}{\rm $c_{qu}^{1}$} -{$+0.045$}{\rm $c_{ut}^{1}$} -{$-0.041$}{\rm $c_{qt}^{1}$} -{$-0.035$}{\rm $c_{qu}^{8}$} -{$+0.032$}{\rm $c_{qt}^{8}$} -{$-0.030$}{\rm $c_{t \varphi}$} -{$+0.026$}{\rm $c_{qd}^{1}$} -{$-0.015$}{\rm $c_{qq}^{1,1}$} -{$-0.013$}{\rm $c_{\varphi Q}^{3}$} -{$-0.012$}{\rm $c_{qd}^{8}$} -{$+0.012$}{\rm $c_{\tau \varphi}$} -{$-0.011$}{\rm $c_{\varphi t}$} -{$+0.010$}{\rm $c_{qq}^{1,8}$} - \nonumber \\ \nonumber \\ +{$+0.887$}{\rm $c_{\varphi W}$} +{$-0.275$}{\rm $c_{c \varphi}$} +{$-0.269$}{\rm $c_{\varphi B}$} +{$+0.164$}{\rm $c_{\varphi \Box}$} +{$+0.124$}{\rm $c_{b \varphi}$} +{$-0.071$}{\rm $c_{qq}^{1,3}$} +{$-0.070$}{\rm $c_{dt}^{8}$} +{$+0.051$}{\rm $c_{qq}^{8,3}$} +{$+0.049$}{\rm $c_{qu}^{1}$} +{$+0.045$}{\rm $c_{ut}^{1}$} +{$-0.041$}{\rm $c_{qt}^{1}$} +{$-0.035$}{\rm $c_{qu}^{8}$} +{$+0.032$}{\rm $c_{qt}^{8}$} +{$-0.030$}{\rm $c_{t \varphi}$} +{$+0.026$}{\rm $c_{qd}^{1}$} +{$-0.015$}{\rm $c_{qq}^{1,1}$} +{$-0.013$}{\rm $c_{\varphi Q}^{3}$} +{$-0.012$}{\rm $c_{qd}^{8}$} +{$+0.012$}{\rm $c_{\tau \varphi}$} +{$-0.011$}{\rm $c_{\varphi t}$} +{$+0.010$}{\rm $c_{qq}^{1,8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 19} (5.02e+01):}} -{$-0.465$}{\rm $c_{qq}^{1,3}$} -{$-0.413$}{\rm $c_{dt}^{8}$} -{$+0.365$}{\rm $c_{qu}^{1}$} -{$+0.325$}{\rm $c_{qq}^{8,3}$} -{$+0.307$}{\rm $c_{ut}^{1}$} -{$-0.280$}{\rm $c_{qt}^{1}$} -{$-0.236$}{\rm $c_{qu}^{8}$} -{$+0.224$}{\rm $c_{qt}^{8}$} -{$+0.165$}{\rm $c_{qd}^{1}$} -{$-0.135$}{\rm $c_{dt}^{1}$} -{$-0.133$}{\rm $c_{\varphi W}$} -{$-0.121$}{\rm $c_{qq}^{1,1}$} -{$-0.085$}{\rm $c_{qd}^{8}$} -{$+0.071$}{\rm $c_{qq}^{1,8}$} -{$+0.046$}{\rm $c_{\varphi B}$} -{$+0.038$}{\rm $c_{c \varphi}$} -{$-0.022$}{\rm $c_{ut}^{8}$} -{$-0.021$}{\rm $c_{\varphi D}$} -{$-0.019$}{\rm $c_{\varphi \Box}$} -{$-0.017$}{\rm $c_{b \varphi}$} -{$+0.016$}{\rm $c_{tG}$} -{$-0.010$}{\rm $c_{WWW}$} -{$+0.010$}{\rm $c_{\varphi WB}$} - \nonumber \\ \nonumber \\ +{$-0.465$}{\rm $c_{qq}^{1,3}$} +{$-0.413$}{\rm $c_{dt}^{8}$} +{$+0.365$}{\rm $c_{qu}^{1}$} +{$+0.325$}{\rm $c_{qq}^{8,3}$} +{$+0.307$}{\rm $c_{ut}^{1}$} +{$-0.280$}{\rm $c_{qt}^{1}$} +{$-0.236$}{\rm $c_{qu}^{8}$} +{$+0.224$}{\rm $c_{qt}^{8}$} +{$+0.165$}{\rm $c_{qd}^{1}$} +{$-0.135$}{\rm $c_{dt}^{1}$} +{$-0.133$}{\rm $c_{\varphi W}$} +{$-0.121$}{\rm $c_{qq}^{1,1}$} +{$-0.085$}{\rm $c_{qd}^{8}$} +{$+0.071$}{\rm $c_{qq}^{1,8}$} +{$+0.046$}{\rm $c_{\varphi B}$} +{$+0.038$}{\rm $c_{c \varphi}$} +{$-0.022$}{\rm $c_{ut}^{8}$} +{$-0.021$}{\rm $c_{\varphi D}$} +{$-0.019$}{\rm $c_{\varphi \Box}$} +{$-0.017$}{\rm $c_{b \varphi}$} +{$+0.016$}{\rm $c_{tG}$} +{$-0.010$}{\rm $c_{WWW}$} +{$+0.010$}{\rm $c_{\varphi WB}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 20} (1.48e+01):}} -{$+0.513$}{\rm $c_{ut}^{1}$} -{$-0.492$}{\rm $c_{qq}^{1,3}$} -{$+0.468$}{\rm $c_{dt}^{1}$} -{$+0.279$}{\rm $c_{dt}^{8}$} -{$-0.258$}{\rm $c_{qq}^{8,3}$} -{$-0.209$}{\rm $c_{qu}^{1}$} -{$+0.147$}{\rm $c_{qd}^{8}$} -{$-0.145$}{\rm $c_{qq}^{1,8}$} -{$-0.134$}{\rm $c_{qt}^{8}$} -{$+0.096$}{\rm $c_{qd}^{1}$} -{$-0.074$}{\rm $c_{qq}^{1,1}$} -{$+0.071$}{\rm $c_{ut}^{8}$} -{$+0.060$}{\rm $c_{qt}^{1}$} -{$+0.032$}{\rm $c_{\varphi D}$} -{$+0.027$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.020$}{\rm $c_{\varphi t}$} -{$+0.020$}{\rm $c_{WWW}$} -{$-0.016$}{\rm $c_{\varphi WB}$} - \nonumber \\ \nonumber \\ +{$+0.513$}{\rm $c_{ut}^{1}$} +{$-0.492$}{\rm $c_{qq}^{1,3}$} +{$+0.468$}{\rm $c_{dt}^{1}$} +{$+0.279$}{\rm $c_{dt}^{8}$} +{$-0.258$}{\rm $c_{qq}^{8,3}$} +{$-0.209$}{\rm $c_{qu}^{1}$} +{$+0.147$}{\rm $c_{qd}^{8}$} +{$-0.145$}{\rm $c_{qq}^{1,8}$} +{$-0.134$}{\rm $c_{qt}^{8}$} +{$+0.096$}{\rm $c_{qd}^{1}$} +{$-0.074$}{\rm $c_{qq}^{1,1}$} +{$+0.071$}{\rm $c_{ut}^{8}$} +{$+0.060$}{\rm $c_{qt}^{1}$} +{$+0.032$}{\rm $c_{\varphi D}$} +{$+0.027$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.020$}{\rm $c_{\varphi t}$} +{$+0.020$}{\rm $c_{WWW}$} +{$-0.016$}{\rm $c_{\varphi WB}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 21} (1.05e+01):}} -{$-0.576$}{\rm $c_{qq}^{1,1}$} -{$+0.499$}{\rm $c_{qq}^{1,3}$} -{$+0.319$}{\rm $c_{qd}^{8}$} -{$+0.311$}{\rm $c_{ut}^{1}$} -{$+0.281$}{\rm $c_{qd}^{1}$} -{$+0.228$}{\rm $c_{qq}^{8,3}$} -{$-0.187$}{\rm $c_{qu}^{8}$} -{$-0.150$}{\rm $c_{qu}^{1}$} -{$+0.120$}{\rm $c_{qt}^{1}$} -{$+0.119$}{\rm $c_{qt}^{8}$} -{$-0.028$}{\rm $c_{ut}^{8}$} -{$-0.026$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.024$}{\rm $c_{\varphi D}$} -{$+0.022$}{\rm $c_{dt}^{8}$} -{$+0.019$}{\rm $c_{\varphi t}$} -{$-0.016$}{\rm $c_{qq}^{1,8}$} -{$-0.015$}{\rm $c_{WWW}$} -{$+0.012$}{\rm $c_{\varphi WB}$} - \nonumber \\ \nonumber \\ +{$-0.576$}{\rm $c_{qq}^{1,1}$} +{$+0.499$}{\rm $c_{qq}^{1,3}$} +{$+0.319$}{\rm $c_{qd}^{8}$} +{$+0.311$}{\rm $c_{ut}^{1}$} +{$+0.281$}{\rm $c_{qd}^{1}$} +{$+0.228$}{\rm $c_{qq}^{8,3}$} +{$-0.187$}{\rm $c_{qu}^{8}$} +{$-0.150$}{\rm $c_{qu}^{1}$} +{$+0.120$}{\rm $c_{qt}^{1}$} +{$+0.119$}{\rm $c_{qt}^{8}$} +{$-0.028$}{\rm $c_{ut}^{8}$} +{$-0.026$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.024$}{\rm $c_{\varphi D}$} +{$+0.022$}{\rm $c_{dt}^{8}$} +{$+0.019$}{\rm $c_{\varphi t}$} +{$-0.016$}{\rm $c_{qq}^{1,8}$} +{$-0.015$}{\rm $c_{WWW}$} +{$+0.012$}{\rm $c_{\varphi WB}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 22} (8.84e+00):}} -{$-0.672$}{\rm $c_{qd}^{1}$} -{$-0.410$}{\rm $c_{dt}^{1}$} -{$+0.350$}{\rm $c_{qd}^{8}$} -{$+0.327$}{\rm $c_{qt}^{1}$} -{$+0.230$}{\rm $c_{ut}^{8}$} -{$-0.183$}{\rm $c_{qq}^{1,3}$} -{$-0.168$}{\rm $c_{qq}^{1,1}$} -{$+0.147$}{\rm $c_{ut}^{1}$} -{$-0.051$}{\rm $c_{dt}^{8}$} -{$-0.050$}{\rm $c_{qq}^{1,8}$} -{$-0.043$}{\rm $c_{qq}^{8,3}$} -{$-0.043$}{\rm $c_{qu}^{8}$} -{$+0.043$}{\rm $c_{qu}^{1}$} -{$-0.039$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.029$}{\rm $c_{\varphi t}$} -{$-0.026$}{\rm $c_{\varphi D}$} -{$-0.017$}{\rm $c_{WWW}$} -{$+0.014$}{\rm $c_{\varphi WB}$} -{$+0.011$}{\rm $c_{qt}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.672$}{\rm $c_{qd}^{1}$} +{$-0.410$}{\rm $c_{dt}^{1}$} +{$+0.350$}{\rm $c_{qd}^{8}$} +{$+0.327$}{\rm $c_{qt}^{1}$} +{$+0.230$}{\rm $c_{ut}^{8}$} +{$-0.183$}{\rm $c_{qq}^{1,3}$} +{$-0.168$}{\rm $c_{qq}^{1,1}$} +{$+0.147$}{\rm $c_{ut}^{1}$} +{$-0.051$}{\rm $c_{dt}^{8}$} +{$-0.050$}{\rm $c_{qq}^{1,8}$} +{$-0.043$}{\rm $c_{qq}^{8,3}$} +{$-0.043$}{\rm $c_{qu}^{8}$} +{$+0.043$}{\rm $c_{qu}^{1}$} +{$-0.039$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.029$}{\rm $c_{\varphi t}$} +{$-0.026$}{\rm $c_{\varphi D}$} +{$-0.017$}{\rm $c_{WWW}$} +{$+0.014$}{\rm $c_{\varphi WB}$} +{$+0.011$}{\rm $c_{qt}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 23} (5.40e+00):}} -{$+0.732$}{\rm $c_{dt}^{8}$} -{$+0.497$}{\rm $c_{qu}^{1}$} -{$-0.266$}{\rm $c_{qt}^{1}$} -{$-0.192$}{\rm $c_{qu}^{8}$} -{$-0.181$}{\rm $c_{ut}^{8}$} -{$+0.142$}{\rm $c_{qt}^{8}$} -{$-0.135$}{\rm $c_{dt}^{1}$} -{$-0.101$}{\rm $c_{qq}^{8,3}$} -{$-0.093$}{\rm $c_{qq}^{1,1}$} -{$-0.081$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.062$}{\rm $c_{qd}^{1}$} -{$+0.062$}{\rm $c_{\varphi t}$} -{$+0.048$}{\rm $c_{qd}^{8}$} -{$-0.026$}{\rm $c_{ut}^{1}$} -{$-0.023$}{\rm $c_{qq}^{1,8}$} -{$-0.022$}{\rm $c_{\varphi \Box}$} -{$+0.018$}{\rm $c_{\varphi W}$} -{$-0.018$}{\rm $c_{tG}$} -{$-0.018$}{\rm $c_{\varphi D}$} -{$+0.017$}{\rm $c_{t \varphi}$} -{$+0.016$}{\rm $c_{qq}^{1,3}$} -{$-0.011$}{\rm $c_{WWW}$} - \nonumber \\ \nonumber \\ +{$+0.732$}{\rm $c_{dt}^{8}$} +{$+0.497$}{\rm $c_{qu}^{1}$} +{$-0.266$}{\rm $c_{qt}^{1}$} +{$-0.192$}{\rm $c_{qu}^{8}$} +{$-0.181$}{\rm $c_{ut}^{8}$} +{$+0.142$}{\rm $c_{qt}^{8}$} +{$-0.135$}{\rm $c_{dt}^{1}$} +{$-0.101$}{\rm $c_{qq}^{8,3}$} +{$-0.093$}{\rm $c_{qq}^{1,1}$} +{$-0.081$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.062$}{\rm $c_{qd}^{1}$} +{$+0.062$}{\rm $c_{\varphi t}$} +{$+0.048$}{\rm $c_{qd}^{8}$} +{$-0.026$}{\rm $c_{ut}^{1}$} +{$-0.023$}{\rm $c_{qq}^{1,8}$} +{$-0.022$}{\rm $c_{\varphi \Box}$} +{$+0.018$}{\rm $c_{\varphi W}$} +{$-0.018$}{\rm $c_{tG}$} +{$-0.018$}{\rm $c_{\varphi D}$} +{$+0.017$}{\rm $c_{t \varphi}$} +{$+0.016$}{\rm $c_{qq}^{1,3}$} +{$-0.011$}{\rm $c_{WWW}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 24} (3.35e+00):}} -{$+0.765$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.574$}{\rm $c_{\varphi t}$} -{$+0.203$}{\rm $c_{\varphi \Box}$} -{$-0.094$}{\rm $c_{t \varphi}$} -{$+0.092$}{\rm $c_{qu}^{1}$} -{$-0.065$}{\rm $c_{qu}^{8}$} -{$+0.063$}{\rm $c_{qd}^{8}$} -{$-0.058$}{\rm $c_{qd}^{1}$} -{$-0.052$}{\rm $c_{\varphi W}$} -{$+0.048$}{\rm $c_{\varphi D}$} -{$+0.041$}{\rm $c_{qq}^{1,3}$} -{$+0.037$}{\rm $c_{dt}^{8}$} -{$-0.035$}{\rm $c_{qq}^{1,1}$} -{$+0.032$}{\rm $c_{qt}^{8}$} -{$+0.031$}{\rm $c_{WWW}$} -{$-0.029$}{\rm $c_{ut}^{1}$} -{$-0.026$}{\rm $c_{qt}^{1}$} -{$-0.025$}{\rm $c_{\varphi WB}$} -{$-0.020$}{\rm $c_{tZ}$} - \nonumber \\ \nonumber \\ +{$+0.765$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.574$}{\rm $c_{\varphi t}$} +{$+0.203$}{\rm $c_{\varphi \Box}$} +{$-0.094$}{\rm $c_{t \varphi}$} +{$+0.092$}{\rm $c_{qu}^{1}$} +{$-0.065$}{\rm $c_{qu}^{8}$} +{$+0.063$}{\rm $c_{qd}^{8}$} +{$-0.058$}{\rm $c_{qd}^{1}$} +{$-0.052$}{\rm $c_{\varphi W}$} +{$+0.048$}{\rm $c_{\varphi D}$} +{$+0.041$}{\rm $c_{qq}^{1,3}$} +{$+0.037$}{\rm $c_{dt}^{8}$} +{$-0.035$}{\rm $c_{qq}^{1,1}$} +{$+0.032$}{\rm $c_{qt}^{8}$} +{$+0.031$}{\rm $c_{WWW}$} +{$-0.029$}{\rm $c_{ut}^{1}$} +{$-0.026$}{\rm $c_{qt}^{1}$} +{$-0.025$}{\rm $c_{\varphi WB}$} +{$-0.020$}{\rm $c_{tZ}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 25} (3.18e+00):}} -{$+0.842$}{\rm $c_{\varphi \Box}$} -{$-0.384$}{\rm $c_{t \varphi}$} -{$-0.196$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.176$}{\rm $c_{\varphi D}$} -{$-0.171$}{\rm $c_{\varphi W}$} -{$+0.146$}{\rm $c_{\varphi t}$} -{$+0.114$}{\rm $c_{WWW}$} -{$-0.091$}{\rm $c_{\varphi WB}$} -{$+0.020$}{\rm $c_{tZ}$} -{$-0.017$}{\rm $c_{c \varphi}$} -{$+0.015$}{\rm $c_{dt}^{1}$} -{$+0.013$}{\rm $c_{qd}^{8}$} -{$+0.013$}{\rm $c_{qu}^{1}$} -{$-0.012$}{\rm $c_{qu}^{8}$} -{$-0.011$}{\rm $c_{qd}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.842$}{\rm $c_{\varphi \Box}$} +{$-0.384$}{\rm $c_{t \varphi}$} +{$-0.196$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.176$}{\rm $c_{\varphi D}$} +{$-0.171$}{\rm $c_{\varphi W}$} +{$+0.146$}{\rm $c_{\varphi t}$} +{$+0.114$}{\rm $c_{WWW}$} +{$-0.091$}{\rm $c_{\varphi WB}$} +{$+0.020$}{\rm $c_{tZ}$} +{$-0.017$}{\rm $c_{c \varphi}$} +{$+0.015$}{\rm $c_{dt}^{1}$} +{$+0.013$}{\rm $c_{qd}^{8}$} +{$+0.013$}{\rm $c_{qu}^{1}$} +{$-0.012$}{\rm $c_{qu}^{8}$} +{$-0.011$}{\rm $c_{qd}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 26} (1.40e+00):}} -{$-0.520$}{\rm $c_{dt}^{1}$} -{$-0.456$}{\rm $c_{qd}^{8}$} -{$+0.455$}{\rm $c_{qu}^{8}$} -{$+0.369$}{\rm $c_{ut}^{1}$} -{$+0.213$}{\rm $c_{dt}^{8}$} -{$-0.184$}{\rm $c_{qu}^{1}$} -{$-0.169$}{\rm $c_{ut}^{8}$} -{$-0.125$}{\rm $c_{qq}^{1,1}$} -{$+0.106$}{\rm $c_{qq}^{1,8}$} -{$-0.105$}{\rm $c_{qt}^{8}$} -{$+0.105$}{\rm $c_{qd}^{1}$} -{$+0.069$}{\rm $c_{qt}^{1}$} -{$+0.068$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.066$}{\rm $c_{\varphi \Box}$} -{$+0.055$}{\rm $c_{qq}^{8,3}$} -{$-0.053$}{\rm $c_{\varphi t}$} -{$-0.048$}{\rm $c_{qq}^{1,3}$} -{$-0.012$}{\rm $c_{\varphi D}$} -{$+0.011$}{\rm $c_{t \varphi}$} - \nonumber \\ \nonumber \\ +{$-0.520$}{\rm $c_{dt}^{1}$} +{$-0.456$}{\rm $c_{qd}^{8}$} +{$+0.455$}{\rm $c_{qu}^{8}$} +{$+0.369$}{\rm $c_{ut}^{1}$} +{$+0.213$}{\rm $c_{dt}^{8}$} +{$-0.184$}{\rm $c_{qu}^{1}$} +{$-0.169$}{\rm $c_{ut}^{8}$} +{$-0.125$}{\rm $c_{qq}^{1,1}$} +{$+0.106$}{\rm $c_{qq}^{1,8}$} +{$-0.105$}{\rm $c_{qt}^{8}$} +{$+0.105$}{\rm $c_{qd}^{1}$} +{$+0.069$}{\rm $c_{qt}^{1}$} +{$+0.068$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.066$}{\rm $c_{\varphi \Box}$} +{$+0.055$}{\rm $c_{qq}^{8,3}$} +{$-0.053$}{\rm $c_{\varphi t}$} +{$-0.048$}{\rm $c_{qq}^{1,3}$} +{$-0.012$}{\rm $c_{\varphi D}$} +{$+0.011$}{\rm $c_{t \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 27} (5.51e-01):}} -{$-0.383$}{\rm $c_{qd}^{1}$} -{$+0.345$}{\rm $c_{qu}^{1}$} -{$+0.342$}{\rm $c_{qq}^{1,3}$} -{$+0.342$}{\rm $c_{dt}^{1}$} -{$-0.299$}{\rm $c_{qd}^{8}$} -{$+0.279$}{\rm $c_{ut}^{1}$} -{$-0.248$}{\rm $c_{qq}^{1,1}$} -{$+0.247$}{\rm $c_{qu}^{8}$} -{$-0.242$}{\rm $c_{qt}^{1}$} -{$-0.224$}{\rm $c_{qq}^{8,3}$} -{$-0.220$}{\rm $c_{dt}^{8}$} -{$-0.128$}{\rm $c_{\varphi Q}^{3}$} -{$-0.120$}{\rm $c_{qt}^{8}$} -{$+0.105$}{\rm $c_{ut}^{8}$} -{$-0.072$}{\rm $c_{t \varphi}$} -{$-0.056$}{\rm $c_{\varphi \Box}$} -{$+0.037$}{\rm $c_{qq}^{1,8}$} -{$-0.024$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.020$}{\rm $c_{\varphi t}$} - \nonumber \\ \nonumber \\ +{$-0.383$}{\rm $c_{qd}^{1}$} +{$+0.345$}{\rm $c_{qu}^{1}$} +{$+0.342$}{\rm $c_{qq}^{1,3}$} +{$+0.342$}{\rm $c_{dt}^{1}$} +{$-0.299$}{\rm $c_{qd}^{8}$} +{$+0.279$}{\rm $c_{ut}^{1}$} +{$-0.248$}{\rm $c_{qq}^{1,1}$} +{$+0.247$}{\rm $c_{qu}^{8}$} +{$-0.242$}{\rm $c_{qt}^{1}$} +{$-0.224$}{\rm $c_{qq}^{8,3}$} +{$-0.220$}{\rm $c_{dt}^{8}$} +{$-0.128$}{\rm $c_{\varphi Q}^{3}$} +{$-0.120$}{\rm $c_{qt}^{8}$} +{$+0.105$}{\rm $c_{ut}^{8}$} +{$-0.072$}{\rm $c_{t \varphi}$} +{$-0.056$}{\rm $c_{\varphi \Box}$} +{$+0.037$}{\rm $c_{qq}^{1,8}$} +{$-0.024$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.020$}{\rm $c_{\varphi t}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 28} (3.88e-01):}} -{$+0.900$}{\rm $c_{t \varphi}$} -{$+0.404$}{\rm $c_{\varphi \Box}$} -{$-0.102$}{\rm $c_{\varphi Q}^{3}$} -{$+0.073$}{\rm $c_{tZ}$} -{$+0.050$}{\rm $c_{dt}^{1}$} -{$-0.041$}{\rm $c_{\varphi W}$} -{$-0.031$}{\rm $c_{qd}^{1}$} -{$+0.030$}{\rm $c_{qu}^{1}$} -{$-0.029$}{\rm $c_{dt}^{8}$} -{$+0.026$}{\rm $c_{qq}^{1,3}$} -{$-0.021$}{\rm $c_{qt}^{1}$} -{$+0.021$}{\rm $c_{\varphi B}$} -{$-0.020$}{\rm $c_{qq}^{8,3}$} -{$-0.017$}{\rm $c_{\varphi D}$} -{$+0.015$}{\rm $c_{ut}^{8}$} -{$-0.015$}{\rm $c_{\varphi t}$} -{$-0.013$}{\rm $c_{WWW}$} -{$-0.013$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.011$}{\rm $c_{qq}^{1,1}$} - \nonumber \\ \nonumber \\ +{$+0.900$}{\rm $c_{t \varphi}$} +{$+0.404$}{\rm $c_{\varphi \Box}$} +{$-0.102$}{\rm $c_{\varphi Q}^{3}$} +{$+0.073$}{\rm $c_{tZ}$} +{$+0.050$}{\rm $c_{dt}^{1}$} +{$-0.041$}{\rm $c_{\varphi W}$} +{$-0.031$}{\rm $c_{qd}^{1}$} +{$+0.030$}{\rm $c_{qu}^{1}$} +{$-0.029$}{\rm $c_{dt}^{8}$} +{$+0.026$}{\rm $c_{qq}^{1,3}$} +{$-0.021$}{\rm $c_{qt}^{1}$} +{$+0.021$}{\rm $c_{\varphi B}$} +{$-0.020$}{\rm $c_{qq}^{8,3}$} +{$-0.017$}{\rm $c_{\varphi D}$} +{$+0.015$}{\rm $c_{ut}^{8}$} +{$-0.015$}{\rm $c_{\varphi t}$} +{$-0.013$}{\rm $c_{WWW}$} +{$-0.013$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.011$}{\rm $c_{qq}^{1,1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 29} (1.48e-01):}} -{$+0.979$}{\rm $c_{\varphi Q}^{3}$} -{$+0.098$}{\rm $c_{\varphi t}$} -{$+0.088$}{\rm $c_{t \varphi}$} -{$+0.067$}{\rm $c_{\varphi Q}^{(-)}$} -{$+0.056$}{\rm $c_{qq}^{1,3}$} -{$-0.049$}{\rm $c_{qd}^{1}$} -{$+0.048$}{\rm $c_{dt}^{1}$} -{$+0.047$}{\rm $c_{qu}^{1}$} -{$-0.038$}{\rm $c_{qq}^{1,1}$} -{$-0.037$}{\rm $c_{qd}^{8}$} -{$+0.036$}{\rm $c_{\varphi \Box}$} -{$+0.035$}{\rm $c_{ut}^{1}$} -{$-0.033$}{\rm $c_{dt}^{8}$} -{$-0.033$}{\rm $c_{qt}^{1}$} -{$+0.030$}{\rm $c_{qu}^{8}$} -{$-0.027$}{\rm $c_{qq}^{8,3}$} -{$-0.015$}{\rm $c_{tZ}$} -{$+0.014$}{\rm $c_{ut}^{8}$} -{$-0.014$}{\rm $c_{qt}^{8}$} -{$-0.011$}{\rm $c_{c \varphi}$} - \nonumber \\ \nonumber \\ +{$+0.979$}{\rm $c_{\varphi Q}^{3}$} +{$+0.098$}{\rm $c_{\varphi t}$} +{$+0.088$}{\rm $c_{t \varphi}$} +{$+0.067$}{\rm $c_{\varphi Q}^{(-)}$} +{$+0.056$}{\rm $c_{qq}^{1,3}$} +{$-0.049$}{\rm $c_{qd}^{1}$} +{$+0.048$}{\rm $c_{dt}^{1}$} +{$+0.047$}{\rm $c_{qu}^{1}$} +{$-0.038$}{\rm $c_{qq}^{1,1}$} +{$-0.037$}{\rm $c_{qd}^{8}$} +{$+0.036$}{\rm $c_{\varphi \Box}$} +{$+0.035$}{\rm $c_{ut}^{1}$} +{$-0.033$}{\rm $c_{dt}^{8}$} +{$-0.033$}{\rm $c_{qt}^{1}$} +{$+0.030$}{\rm $c_{qu}^{8}$} +{$-0.027$}{\rm $c_{qq}^{8,3}$} +{$-0.015$}{\rm $c_{tZ}$} +{$+0.014$}{\rm $c_{ut}^{8}$} +{$-0.014$}{\rm $c_{qt}^{8}$} +{$-0.011$}{\rm $c_{c \varphi}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 30} (7.78e-03):}} -{$+0.974$}{\rm $c_{tZ}$} -{$-0.176$}{\rm $c_{\varphi t}$} -{$-0.103$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.061$}{\rm $c_{t \varphi}$} -{$+0.049$}{\rm $c_{\varphi B}$} -{$+0.045$}{\rm $c_{\varphi Q}^{3}$} -{$-0.043$}{\rm $c_{\varphi \Box}$} -{$+0.011$}{\rm $c_{\varphi W}$} - \nonumber \\ \nonumber \\ +{$+0.974$}{\rm $c_{tZ}$} +{$-0.176$}{\rm $c_{\varphi t}$} +{$-0.103$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.061$}{\rm $c_{t \varphi}$} +{$+0.049$}{\rm $c_{\varphi B}$} +{$+0.045$}{\rm $c_{\varphi Q}^{3}$} +{$-0.043$}{\rm $c_{\varphi \Box}$} +{$+0.011$}{\rm $c_{\varphi W}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 31} (3.82e-03):}} -{$-0.774$}{\rm $c_{\varphi t}$} -{$-0.588$}{\rm $c_{\varphi Q}^{(-)}$} -{$-0.206$}{\rm $c_{tZ}$} -{$+0.111$}{\rm $c_{\varphi Q}^{3}$} - \nonumber \\ \nonumber \\ +{$-0.774$}{\rm $c_{\varphi t}$} +{$-0.588$}{\rm $c_{\varphi Q}^{(-)}$} +{$-0.206$}{\rm $c_{tZ}$} +{$+0.111$}{\rm $c_{\varphi Q}^{3}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 32} (5.23e-04):}} -{$-0.787$}{\rm $c_{tt}^{1}$} -{$-0.459$}{\rm $c_{Qt}^{8}$} -{$-0.387$}{\rm $c_{QQ}^{1}$} -{$-0.144$}{\rm $c_{QQ}^{8}$} - \nonumber \\ \nonumber \\ +{$-0.787$}{\rm $c_{tt}^{1}$} +{$-0.459$}{\rm $c_{Qt}^{8}$} +{$-0.387$}{\rm $c_{QQ}^{1}$} +{$-0.144$}{\rm $c_{QQ}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 33} (2.04e-05):}} -{$+0.700$}{\rm $c_{QQ}^{8}$} -{$+0.572$}{\rm $c_{Qt}^{8}$} -{$-0.375$}{\rm $c_{tt}^{1}$} -{$-0.174$}{\rm $c_{QQ}^{1}$} -{$+0.111$}{\rm $c_{Qt}^{1}$} - \nonumber \\ \nonumber \\ +{$+0.700$}{\rm $c_{QQ}^{8}$} +{$+0.572$}{\rm $c_{Qt}^{8}$} +{$-0.375$}{\rm $c_{tt}^{1}$} +{$-0.174$}{\rm $c_{QQ}^{1}$} +{$+0.111$}{\rm $c_{Qt}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 34} (1.28e-05):}} -{$-0.699$}{\rm $c_{QQ}^{8}$} -{$+0.669$}{\rm $c_{Qt}^{8}$} -{$-0.225$}{\rm $c_{tt}^{1}$} -{$+0.085$}{\rm $c_{Qt}^{1}$} -{$-0.075$}{\rm $c_{QQ}^{1}$} - \nonumber \\ \nonumber \\ +{$-0.699$}{\rm $c_{QQ}^{8}$} +{$+0.669$}{\rm $c_{Qt}^{8}$} +{$-0.225$}{\rm $c_{tt}^{1}$} +{$+0.085$}{\rm $c_{Qt}^{1}$} +{$-0.075$}{\rm $c_{QQ}^{1}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 35} (1.28e-05):}} -{$+0.984$}{\rm $c_{Qt}^{1}$} -{$-0.115$}{\rm $c_{Qt}^{8}$} -{$+0.111$}{\rm $c_{tt}^{1}$} -{$-0.069$}{\rm $c_{QQ}^{1}$} -{$-0.019$}{\rm $c_{QQ}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.984$}{\rm $c_{Qt}^{1}$} +{$-0.115$}{\rm $c_{Qt}^{8}$} +{$+0.111$}{\rm $c_{tt}^{1}$} +{$-0.069$}{\rm $c_{QQ}^{1}$} +{$-0.019$}{\rm $c_{QQ}^{8}$} + \nonumber \\ \nonumber \\ \noindent \textcolor{red}{\underline{\bf{PC 36} (1.28e-05):}} -{$+0.900$}{\rm $c_{QQ}^{1}$} -{$-0.421$}{\rm $c_{tt}^{1}$} -{$+0.106$}{\rm $c_{Qt}^{1}$} -{$-0.040$}{\rm $c_{Qt}^{8}$} -{$+0.014$}{\rm $c_{QQ}^{8}$} - \nonumber \\ \nonumber \\ +{$+0.900$}{\rm $c_{QQ}^{1}$} +{$-0.421$}{\rm $c_{tt}^{1}$} +{$+0.106$}{\rm $c_{Qt}^{1}$} +{$-0.040$}{\rm $c_{Qt}^{8}$} +{$+0.014$}{\rm $c_{QQ}^{8}$} + \nonumber \\ \nonumber \\ \end{document} diff --git a/docs/source/conf.py b/docs/source/conf.py index 451d0361..019bee9a 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -129,6 +129,7 @@ # If true, `todo` and `todoList` produce output, else they produce nothing. todo_include_todos = True + # https://github.com/readthedocs/readthedocs.org/issues/1139#issuecomment-312626491 def run_apidoc(_): import sys # pylint: disable=import-outside-toplevel diff --git a/docs/source/data_theory/covariance.rst b/docs/source/data_theory/covariance.rst index c404bc75..f965144d 100644 --- a/docs/source/data_theory/covariance.rst +++ b/docs/source/data_theory/covariance.rst @@ -1,16 +1,16 @@ Construction of the fit covariance matrix ========================================= -In the following we provide an explicit example of how the covariance matrix is built, +In the following we provide an explicit example of how the covariance matrix is built, given two datasets having both uncorrelated and correlated systematics. -We consider 2 datasets having respectively 2 datapoints with 3 systematic uncertainties, and +We consider 2 datasets having respectively 2 datapoints with 3 systematic uncertainties, and 3 datapoints with 2 systematic uncertainties. The total statistic uncertainties for the two datasets are denoted as .. math:: \sigma_i\,, \,\,\, i = 1,2 \,\,\,\,\,\,\,\, \text{and} \,\,\,\,\,\,\,\, \bar{\sigma}_j \,,\,\,\, j = 1,2,3 - + while the systematic uncertainties as @@ -21,14 +21,14 @@ while the systematic uncertainties as \bar{\sigma}^{\text{sys},\theta}_i\,, \,\,\,\,\,\,\,\, i = 1,2,3\,, \,\,\,\, \theta = 1,2\,, with the upper and lower indices labelling the systematic and the datapoint respectively. -We further assume that +We further assume that -* the systematic :math:`\sigma^{\text{sys},1}_i\,,\,\,\, \sigma^{\text{sys},2}_i` of the first dataset - are correlated within the dataset, and therefore named ``CORR`` according to our convention, +* the systematic :math:`\sigma^{\text{sys},1}_i\,,\,\,\, \sigma^{\text{sys},2}_i` of the first dataset + are correlated within the dataset, and therefore named ``CORR`` according to our convention, while :math:`\sigma^{\text{sys},3}_i` is named as ``SPECIAL`` * regarding the second dataset, the systematic :math:`\bar{\sigma}^{\text{sys},1}_i` is taken as uncorrelated, - and therefore denoted as ``UNCORR``, while :math:`\bar{\sigma}^{\text{sys},2}_i` is named ``SPECIAL``, and + and therefore denoted as ``UNCORR``, while :math:`\bar{\sigma}^{\text{sys},2}_i` is named ``SPECIAL``, and therefore will be correlated with the one of the other dataset having the same name @@ -36,21 +36,21 @@ Considering a single dataset, the covariance matrix is given by .. math:: - \text{cov}_{ij} = \sigma_i\,\sigma_j \, \delta_{ij} + \sum_{\theta}\sigma^{\text{sys},\theta}_i \sigma^{\text{sys},\theta}_j + \text{cov}_{ij} = \sigma_i\,\sigma_j \, \delta_{ij} + \sum_{\theta}\sigma^{\text{sys},\theta}_i \sigma^{\text{sys},\theta}_j -where the sum on :math:`\theta` runs on the correlated systematics between the point :math:`i\,,\,\,j`. -When considering the two datasets together, additional off diagonal contributions should be added to account for +where the sum on :math:`\theta` runs on the correlated systematics between the point :math:`i\,,\,\,j`. +When considering the two datasets together, additional off diagonal contributions should be added to account for the correlated systematics denoted as ``SPECIAL``. Specifically we have, from the statistical, ``CORR`` and ``UNCORR`` uncertainties .. math:: - + \begin{pmatrix} \sigma_1^2 & 0 & 0 & 0 & 0 \\ 0 & \sigma_2^2 & 0 & 0 & 0 \\ 0 & 0 & \bar{\sigma}_1^2 & 0 & 0 \\ 0 & 0 & 0 & \bar{\sigma}_2^2 & 0 \\ - 0 & 0 & 0 & 0 & \bar{\sigma}_3^2 + 0 & 0 & 0 & 0 & \bar{\sigma}_3^2 \end{pmatrix} + \begin{pmatrix} @@ -67,9 +67,8 @@ while from the cross correlated systematic \begin{pmatrix} \left(\sigma_1^{\text{sys},3}\right)^2 & \sigma_1^{\text{sys},3}\sigma_2^{\text{sys},3} & \sigma_1^{\text{sys},3}\bar{\sigma}_1^{\text{sys},2} & \sigma_1^{\text{sys},3}\bar{\sigma}_2^{\text{sys},2} & \sigma_1^{\text{sys},3}\bar{\sigma}_3^{\text{sys},2} \\ - \sigma_2^{\text{sys},3}\sigma_1^{\text{sys},3} & \left(\sigma_2^{\text{sys},3}\right)^2 & \sigma_2^{\text{sys},3}\bar{\sigma}_1^{\text{sys},2} & \sigma_2^{\text{sys},3}\bar{\sigma}_2^{\text{sys},2} & \sigma_2^{\text{sys},3}\bar{\sigma}_3^{\text{sys},2} \\ + \sigma_2^{\text{sys},3}\sigma_1^{\text{sys},3} & \left(\sigma_2^{\text{sys},3}\right)^2 & \sigma_2^{\text{sys},3}\bar{\sigma}_1^{\text{sys},2} & \sigma_2^{\text{sys},3}\bar{\sigma}_2^{\text{sys},2} & \sigma_2^{\text{sys},3}\bar{\sigma}_3^{\text{sys},2} \\ \bar{\sigma}_1^{\text{sys},2}\sigma_1^{\text{sys},3} & \bar{\sigma}_1^{\text{sys},2}\sigma_2^{\text{sys},3} & \left(\bar{\sigma}_1^{\text{sys},2}\right)^2 & \bar{\sigma}_1^{\text{sys},2}\bar{\sigma}_2^{\text{sys},2} & \bar{\sigma}_1^{\text{sys},2}\bar{\sigma}_3^{\text{sys},2} \\ \bar{\sigma}_2^{\text{sys},2}\sigma_1^{\text{sys},3} & \bar{\sigma}_2^{\text{sys},2}\sigma_2^{\text{sys},3} & \bar{\sigma}_2^{\text{sys},2}\bar{\sigma}_1^{\text{sys},2} & \left(\bar{\sigma}_2^{\text{sys},2}\right)^2 & \bar{\sigma}_2^{\text{sys},2}\bar{\sigma}_3^{\text{sys},2} \\ \bar{\sigma}_3^{\text{sys},2}\sigma_1^{\text{sys},3} & \bar{\sigma}_3^{\text{sys},2}\sigma_2^{\text{sys},3} & \bar{\sigma}_3^{\text{sys},2}\bar{\sigma}_1^{\text{sys},2} & \bar{\sigma}_3^{\text{sys},2}\bar{\sigma}_2^{\text{sys},2} & \left(\bar{\sigma}_3^{\text{sys},2}\right)^2 \end{pmatrix} - diff --git a/docs/source/data_theory/data.md b/docs/source/data_theory/data.md index 9416d455..d26a65bc 100644 --- a/docs/source/data_theory/data.md +++ b/docs/source/data_theory/data.md @@ -56,7 +56,7 @@ The systematic name can be ``CORR``, ``UNCORR`` to specify whether the systemati In the same way ``THEORYCORR`` and ``THEORYUNCORR`` can be used for correlated and uncorrelated theory systematics within a dataset. For uncertainties correlated between different dataset a different name has to be used, which must be -the same for the corresponding systematic in all the datasets. For the details about the construction of the +the same for the corresponding systematic in all the datasets. For the details about the construction of the covariance matrix from the list of statistic and systematic uncertainty see [here](./covariance.html#construction-of-the-covariance-matrix). For some dataset only the full covariance matrix might be available. In order to use the dataset within the ``smefit`` code, the user has to decompose it in a set of correlated systematics, @@ -68,8 +68,8 @@ This can be easily done by decomposing the covariance into its eigenvectors \text{cov}_{ij} = \sum_{k,h}\, u_{ik}\,\lambda_{k}\, \delta_{kh}\, u^T_{hj} = \sum_k \sigma^k_i \,\sigma^k_j\,, ``` -with +with ```math \sigma^k_i = \sqrt{\lambda_k} \, u_{ik}\,, \,\,\,\,\,\,\,\,\, i,k = 1,\,...\,,n_{dat} -``` \ No newline at end of file +``` diff --git a/docs/source/data_theory/theory.rst b/docs/source/data_theory/theory.rst index 0ede46d3..147a4da2 100644 --- a/docs/source/data_theory/theory.rst +++ b/docs/source/data_theory/theory.rst @@ -8,15 +8,15 @@ Theory tables are json files containing the following information: * theory covariance matrix for the specific dataset considered: provided as a ``N x N`` matrix like ``[[th_cov_11, ... ,th_cov_1N], ... , [th_cov_N1, ... ,th_cov_NN]]`` with ``N`` being the number of data points * LO and NLO predictions with linear and quadratic SMEFT corrections: provided as two independent dictionaries ``LO: {}`` and ``NLO: {}`` each containing - + * SM predictions obtained at that specific order ``SM: [sm_prediction_1, ... , sm_prediction_N]`` * linear terms for each operator involved in the computation ``Opi: [linear_term_Opi_1, ..., linear_term_Opi_N]`` * quadratic terms for each couple of operators (when present) ``Opi*Opj: [quad_term_Opi*Opj_1, ..., quad_term_Opi*Opj_N]`` - + The EFT corrections should always be provided in the Warsaw basis. In order to produce a fit with a different basis, the corresponding rotation matrix has to be provided externally, see :ref:`here` for more details. -The above information are used to build the theory predictions for the different observables +The above information are used to build the theory predictions for the different observables entering the :math:`\chi^2`. As default theory predictions are expressed as .. math:: @@ -34,5 +34,5 @@ The user can also choose to use the relation instead by setting in the runcard ``use_multiplicative_prescription: True``. The reason to take the ratios :math:`\frac{{\kappa_i}^{\rm LO/NLO}}{\sigma_{\rm SM}^{\rm LO/NLO}}` and :math:`\frac{\widetilde{\kappa}_{ij}^{\rm LO/NLO}}{\sigma_{\rm SM}^{\rm LO/NLO}}` -is to reduce the dependence on the specific set of parton distribution functions used to computed the +is to reduce the dependence on the specific set of parton distribution functions used to computed the LO and NLO predictions. diff --git a/docs/source/report/links.rst b/docs/source/report/links.rst index 152a640b..0704b95c 100644 --- a/docs/source/report/links.rst +++ b/docs/source/report/links.rst @@ -16,7 +16,7 @@ Below you can find some links to reports used in the most recent studies. - `report <../_static/report_smefit20_quad/index.html>`_ * - ATLAS EFT interpretation - `report <../_static/report_STXS_2020/index.html>`_ - * - Baseline smefit2.0 with linear corrections: NLO vs LO + * - Baseline smefit2.0 with linear corrections: NLO vs LO - `report <../_static/LO_NLO_linear/index.html>`_ - * - Baseline smefit2.0 with quadratic corrections: NLO vs LO - - `report <../_static/LO_NLO_quadratic/index.html>`_ \ No newline at end of file + * - Baseline smefit2.0 with quadratic corrections: NLO vs LO + - `report <../_static/LO_NLO_quadratic/index.html>`_ diff --git a/docs/source/shared/abbreviations.rst b/docs/source/shared/abbreviations.rst index 29f1ddc7..a18cde56 100644 --- a/docs/source/shared/abbreviations.rst +++ b/docs/source/shared/abbreviations.rst @@ -42,4 +42,4 @@ :abbr:`MC (Monte Carlo)` .. |A| replace:: - :abbr:`A (Analytic linear)` \ No newline at end of file + :abbr:`A (Analytic linear)` diff --git a/poetry.lock b/poetry.lock index ae7417dc..1167b6a7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.0 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. 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Open, modern and actively maintained alternative to Chardet." -category = "dev" optional = false python-versions = ">=3.7.0" files = [ @@ -365,7 +352,6 @@ files = [ name = "click" version = "8.1.7" description = "Composable command line interface toolkit" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -380,7 +366,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""} name = "cma" version = "3.3.0" description = "CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python" -category = "main" optional = false python-versions = "*" files = [ @@ -399,7 +384,6 @@ plotting = ["matplotlib"] name = "colorama" version = "0.4.6" description = "Cross-platform colored terminal text." -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" files = [ @@ -411,7 +395,6 @@ files = [ name = "comm" version = "0.2.2" description = "Jupyter Python Comm 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">=0.8,<0.18.0 || >=0.20.0" +docutils = ">=0.8,<0.18.dev0 || >=0.20.dev0" pybtex = ">=0.24" pybtex-docutils = ">=1.0.0" Sphinx = ">=3.5" @@ -2932,7 +2948,6 @@ Sphinx = ">=3.5" name = "sphinxcontrib-devhelp" version = "1.0.6" description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents" -category = "dev" optional = false python-versions = ">=3.9" files = [ @@ -2949,7 +2964,6 @@ test = ["pytest"] name = "sphinxcontrib-htmlhelp" version = "2.0.5" description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files" -category = "dev" optional = false python-versions = ">=3.9" files = [ @@ -2966,7 +2980,6 @@ test = ["html5lib", "pytest"] name = "sphinxcontrib-jquery" version = "4.1" description = "Extension to include jQuery on newer Sphinx releases" -category = "dev" optional = false python-versions = ">=2.7" files = [ @@ -2981,7 +2994,6 @@ Sphinx = ">=1.8" name = "sphinxcontrib-jsmath" version = "1.0.1" description = "A sphinx extension which renders display math in HTML via JavaScript" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -2996,7 +3008,6 @@ test = ["flake8", "mypy", "pytest"] name = "sphinxcontrib-qthelp" version = "1.0.7" description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents" -category = "dev" optional = false python-versions = ">=3.9" files = [ @@ -3013,7 +3024,6 @@ test = ["pytest"] name = "sphinxcontrib-serializinghtml" version = "1.1.10" description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)" -category = "dev" optional = false python-versions = ">=3.9" files = [ @@ -3030,7 +3040,6 @@ test = ["pytest"] name = "stack-data" version = "0.6.3" description = "Extract data from python stack frames and tracebacks for informative displays" -category = "dev" optional = false python-versions = "*" files = [ @@ -3050,7 +3059,6 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"] name = "tinycss2" version = "1.3.0" description = "A tiny CSS parser" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -3069,7 +3077,6 @@ test = ["pytest", "ruff"] name = "tomli" version = "2.0.1" description = "A lil' TOML parser" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3081,7 +3088,6 @@ files = [ name = "tomlkit" version = "0.12.5" description = "Style preserving TOML library" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3093,7 +3099,6 @@ files = [ name = "tornado" version = "6.4.1" description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -3114,7 +3119,6 @@ files = [ name = "traitlets" version = "5.14.3" description = "Traitlets Python configuration system" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -3130,7 +3134,6 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0, name = "typing-extensions" version = "4.12.2" description = "Backported and Experimental Type Hints for Python 3.8+" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -3142,7 +3145,6 @@ files = [ name = "tzdata" version = "2024.1" description = "Provider of IANA time zone data" -category = "main" optional = false python-versions = ">=2" files = [ @@ -3152,13 +3154,12 @@ files = [ [[package]] name = "ultranest" -version = "3.6.4" +version = "3.6.5" description = "Fit and compare complex models reliably and rapidly. Advanced Nested Sampling." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ - {file = "ultranest-3.6.4.tar.gz", hash = "sha256:23a1a442fe65137e427fc5b0ccaf625a67f0bb1d7cbeb5ec79621890d4000db2"}, + {file = "ultranest-3.6.5.tar.gz", hash = "sha256:94496fce3ab1aff710139869d96cf3d55cdead17df3c619b8ee01635b54d32f0"}, ] [package.dependencies] @@ -3169,14 +3170,13 @@ numpy = "*" [[package]] name = "urllib3" -version = "2.2.1" +version = "2.2.2" description = "HTTP library with thread-safe connection pooling, file post, and more." -category = "dev" optional = false python-versions = ">=3.8" files = [ - {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"}, - {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"}, + {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"}, + {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"}, ] [package.extras] @@ -3187,14 +3187,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "virtualenv" -version = "20.26.2" +version = "20.26.3" description = "Virtual Python Environment builder" -category = "dev" optional = false python-versions = ">=3.7" files = [ - {file = "virtualenv-20.26.2-py3-none-any.whl", hash = "sha256:a624db5e94f01ad993d476b9ee5346fdf7b9de43ccaee0e0197012dc838a0e9b"}, - {file = "virtualenv-20.26.2.tar.gz", hash = "sha256:82bf0f4eebbb78d36ddaee0283d43fe5736b53880b8a8cdcd37390a07ac3741c"}, + {file = "virtualenv-20.26.3-py3-none-any.whl", hash = "sha256:8cc4a31139e796e9a7de2cd5cf2489de1217193116a8fd42328f1bd65f434589"}, + {file = "virtualenv-20.26.3.tar.gz", hash = "sha256:4c43a2a236279d9ea36a0d76f98d84bd6ca94ac4e0f4a3b9d46d05e10fea542a"}, ] [package.dependencies] @@ -3210,7 +3209,6 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess name = "wcwidth" version = "0.2.13" description = "Measures the displayed width of unicode strings in a terminal" -category = "dev" optional = false python-versions = "*" files = [ @@ -3222,7 +3220,6 @@ files = [ name = "webencodings" version = "0.5.1" description = "Character encoding aliases for legacy web content" -category = "dev" optional = false python-versions = "*" files = [ @@ -3234,7 +3231,6 @@ files = [ name = "wmctrl" version = "0.5" description = "A tool to programmatically control windows inside X" -category = "dev" optional = false python-versions = ">=2.7" files = [ @@ -3252,7 +3248,6 @@ test = ["pytest"] name = "wrapt" version = "1.16.0" description = "Module for decorators, wrappers and monkey patching." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -3332,7 +3327,6 @@ files = [ name = "xarray" version = "2024.6.0" description = "N-D labeled arrays and datasets in Python" -category = "main" optional = false python-versions = ">=3.9" files = [ @@ -3357,7 +3351,6 @@ viz = ["matplotlib", "nc-time-axis", "seaborn"] name = "xarray-einstats" version = "0.7.0" description = "Stats, linear algebra and einops for xarray" -category = "main" optional = false python-versions = ">=3.9" files = [ @@ -3379,4 +3372,4 @@ test = ["hypothesis", "packaging", "pytest", "pytest-cov"] [metadata] lock-version = "2.0" python-versions = ">=3.10" -content-hash = "abb26953071db776fb5258cfa0e77e81f2281274dee616c372ad1d0ca8600d4f" +content-hash = "c363daf4176cd2eb006b084712c7d50106662271c37c10bbd350cc33f7ba0c69" diff --git a/rotations/fitbasis_28_pars.json b/rotations/fitbasis_28_pars.json index 0b0aa779..a82dc553 100644 --- a/rotations/fitbasis_28_pars.json +++ b/rotations/fitbasis_28_pars.json @@ -1889,4 +1889,4 @@ ] ], "labels": {} -} \ No newline at end of file +} diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_21_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_21_Mass_1_Tree.py index 5ca9f661..794992e0 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_21_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_21_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_22_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_22_Mass_1_Tree.py index e4d83d0d..72328d6c 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_22_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_22_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_23_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_23_Mass_1_Tree.py index 1ea03334..f7606a55 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_23_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_23_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_24_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_24_Mass_1_Tree.py index 3b411cb3..18b85ccb 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_24_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_24_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_2_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_2_Mass_1_Tree.py index 7d7450a2..49307b0e 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_2_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_2_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_37_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_37_Mass_1_Tree.py index 7ee2a655..08536298 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_37_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_37_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_38_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_38_Mass_1_Tree.py index 7ffeb777..b1432d30 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_38_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_38_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_39_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_39_Mass_1_Tree.py index 6114348b..a3d58d5f 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_39_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_39_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_40_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_40_Mass_1_Tree.py index 188e528c..f0d470bc 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_40_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_40_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_41_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_41_Mass_1_Tree.py index f0daaeaf..72f9d3e8 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_41_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_41_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_42_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_42_Mass_1_Tree.py index b55b0a2a..f5844d20 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_42_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_42_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_43_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_43_Mass_1_Tree.py index 4e0f2ea5..01c74443 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_43_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_43_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_44_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_44_Mass_1_Tree.py index a016ea82..62f119b0 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_44_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_44_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_46_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_46_Mass_1_Tree.py index d6b5e6d5..756797aa 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_46_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_46_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_47_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_47_Mass_1_Tree.py index dbbbdb96..4d4bc34c 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_47_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_47_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_48_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_48_Mass_1_Tree.py index ab6e06f6..061fe35a 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_48_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_48_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_49_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_49_Mass_1_Tree.py index 006ed77d..130ad2bf 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_49_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_49_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_50_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_50_Mass_1_Tree.py index a4b81a3e..fe1fd2ae 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_50_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_50_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_51_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_51_Mass_1_Tree.py index a82f9a21..6fa42008 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_51_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_51_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_52_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_52_Mass_1_Tree.py index 7fc9812b..f543303e 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_52_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_52_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_53_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_53_Mass_1_Tree.py index 78e40fe2..b0907e34 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_53_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_53_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_5_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_5_Mass_1_Tree.py index 38a237b8..d941ac97 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_5_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_5_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_6_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_6_Mass_1_Tree.py index db4ffe9a..a8c14619 100644 --- a/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_6_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Fitmaker/InvarsFit_Fitmaker_Model_6_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_10_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_10_Mass_1_Tree.py index ae652ec1..a3e02953 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_10_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_10_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=10, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=10, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - yomega1qqf33 = results.yomega1qqf33 - return np.abs(yomega1qqf33) - + yomega1qqf33 = results.yomega1qqf33 + return np.abs(yomega1qqf33) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_12_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_12_Mass_1_Tree.py index 2e896890..160a3a7d 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_12_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_12_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=12, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=12, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - yomega4uuf33 = results.yomega4uuf33 - return np.abs(yomega4uuf33) - + yomega4uuf33 = results.yomega4uuf33 + return np.abs(yomega4uuf33) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_15_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_15_Mass_1_Tree.py index 67e05e54..471b8341 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_15_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_15_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=15, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=15, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - yZetaqqf33 = results.yZetaqqf33 - return np.abs(yZetaqqf33) - + yZetaqqf33 = results.yZetaqqf33 + return np.abs(yZetaqqf33) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_16_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_16_Mass_1_Tree.py index b8fd15bd..76c2e2fa 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_16_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_16_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=16, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=16, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - yOmega1qqf33 = results.yOmega1qqf33 - return np.abs(yOmega1qqf33) - + yOmega1qqf33 = results.yOmega1qqf33 + return np.abs(yOmega1qqf33) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_18_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_18_Mass_1_Tree.py index f0b67da4..fc65c069 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_18_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_18_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=18, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=18, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - yOmega4f33 = results.yOmega4f33 - return np.abs(yOmega4f33) - + yOmega4f33 = results.yOmega4f33 + return np.abs(yOmega4f33) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_19_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_19_Mass_1_Tree.py index 0d5b50fb..b6a88284 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_19_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_19_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=19, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=19, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - yUpsf33 = results.yUpsf33 - return np.abs(yUpsf33) - + yUpsf33 = results.yUpsf33 + return np.abs(yUpsf33) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_20_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_20_Mass_1_Tree.py index 27f285ec..f4722d86 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_20_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_20_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=20, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=20, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - yPhiquf33 = results.yPhiquf33 - return np.abs(yPhiquf33) - + yPhiquf33 = results.yPhiquf33 + return np.abs(yPhiquf33) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_21_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_21_Mass_1_Tree.py index 306c8d0f..e67235fb 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_21_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_21_Mass_1_Tree.py @@ -1,48 +1,56 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=21, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=21, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - gBef11 = results.gBef11 - return np.abs(gBef11) + gBef11 = results.gBef11 + return np.abs(gBef11) + def inv2(results): - gBef22 = results.gBef22 - return np.abs(gBef22) + gBef22 = results.gBef22 + return np.abs(gBef22) + def inv3(results): - gBef33 = results.gBef33 - return np.abs(gBef33) + gBef33 = results.gBef33 + return np.abs(gBef33) + def inv4(results): - gBef11 = results.gBef11 - gBH = results.gBH - return (gBef11*gBH)/np.abs(gBef11) + gBef11 = results.gBef11 + gBH = results.gBH + return (gBef11 * gBH) / np.abs(gBef11) + def inv5(results): - gBH = results.gBH - gBLf11 = results.gBLf11 - return (gBH*gBLf11)/np.abs(gBH) + gBH = results.gBH + gBLf11 = results.gBLf11 + return (gBH * gBLf11) / np.abs(gBH) + def inv6(results): - gBH = results.gBH - gBLf22 = results.gBLf22 - return (gBH*gBLf22)/np.abs(gBH) + gBH = results.gBH + gBLf22 = results.gBLf22 + return (gBH * gBLf22) / np.abs(gBH) + def inv7(results): - gBH = results.gBH - gBLf33 = results.gBLf33 - return (gBH*gBLf33)/np.abs(gBH) + gBH = results.gBH + gBLf33 = results.gBLf33 + return (gBH * gBLf33) / np.abs(gBH) + def inv8(results): - gBH = results.gBH - gBqf33 = results.gBqf33 - return (gBH*gBqf33)/np.abs(gBH) + gBH = results.gBH + gBqf33 = results.gBqf33 + return (gBH * gBqf33) / np.abs(gBH) -def inv9(results): - gBH = results.gBH - gBuf33 = results.gBuf33 - return (gBH*gBuf33)/np.abs(gBH) +def inv9(results): + gBH = results.gBH + gBuf33 = results.gBuf33 + return (gBH * gBuf33) / np.abs(gBH) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_22_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_22_Mass_1_Tree.py index dd546c7c..849869ee 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_22_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_22_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=22, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=22, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - gB1H = results.gB1H - return np.abs(gB1H) - + gB1H = results.gB1H + return np.abs(gB1H) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_23_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_23_Mass_1_Tree.py index 1239d13e..6754d8f0 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_23_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_23_Mass_1_Tree.py @@ -1,30 +1,34 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=23, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=23, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - gWH = results.gWH - return np.abs(gWH) + gWH = results.gWH + return np.abs(gWH) + def inv2(results): - gWH = results.gWH - gWLf11 = results.gWLf11 - return (gWH*gWLf11)/np.abs(gWH) + gWH = results.gWH + gWLf11 = results.gWLf11 + return (gWH * gWLf11) / np.abs(gWH) + def inv3(results): - gWH = results.gWH - gWLf22 = results.gWLf22 - return (gWH*gWLf22)/np.abs(gWH) + gWH = results.gWH + gWLf22 = results.gWLf22 + return (gWH * gWLf22) / np.abs(gWH) + def inv4(results): - gWH = results.gWH - gWLf33 = results.gWLf33 - return (gWH*gWLf33)/np.abs(gWH) + gWH = results.gWH + gWLf33 = results.gWLf33 + return (gWH * gWLf33) / np.abs(gWH) -def inv5(results): - gWH = results.gWH - gWqf33 = results.gWqf33 - return (gWH*gWqf33)/np.abs(gWH) +def inv5(results): + gWH = results.gWH + gWqf33 = results.gWqf33 + return (gWH * gWqf33) / np.abs(gWH) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_24_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_24_Mass_1_Tree.py index 9cb3a0fd..2a98fec8 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_24_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_24_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=24, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=24, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - gW1H = results.gW1H - return np.abs(gW1H) - + gW1H = results.gW1H + return np.abs(gW1H) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_25_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_25_Mass_1_Tree.py index dc440fc1..c24cfdd5 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_25_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_25_Mass_1_Tree.py @@ -1,15 +1,16 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=25, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=25, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - gGqf33 = results.gGqf33 - return np.abs(gGqf33) + gGqf33 = results.gGqf33 + return np.abs(gGqf33) -def inv2(results): - gGqf33 = results.gGqf33 - gGuf33 = results.gGuf33 - return (gGqf33*gGuf33)/np.abs(gGqf33) +def inv2(results): + gGqf33 = results.gGqf33 + gGuf33 = results.gGuf33 + return (gGqf33 * gGuf33) / np.abs(gGqf33) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_27_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_27_Mass_1_Tree.py index a0a16579..1f48703a 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_27_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_27_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=27, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=27, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - gHf33 = results.gHf33 - return np.abs(gHf33) - + gHf33 = results.gHf33 + return np.abs(gHf33) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_28_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_28_Mass_1_Tree.py index 6ce28c3d..13e32b2a 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_28_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_28_Mass_1_Tree.py @@ -1,6 +1,5 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=28, collection="Granada", mass=1, pto="NLO", eft="NHO" ) - - +MODEL_SPECS = dict(id=28, collection="Granada", mass=1, pto="NLO", eft="NHO") diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_2_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_2_Mass_1_Tree.py index c3e810b8..5dd48bcf 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_2_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_2_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=2, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=2, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - kS = results.kS - return np.abs(kS) - + kS = results.kS + return np.abs(kS) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_33_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_33_Mass_1_Tree.py index 3ab76878..2998f62a 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_33_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_33_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=33, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=33, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - gQv5uqf33 = results.gQv5uqf33 - return np.abs(gQv5uqf33) - + gQv5uqf33 = results.gQv5uqf33 + return np.abs(gQv5uqf33) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_36_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_36_Mass_1_Tree.py index e26db7c6..0e6d5093 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_36_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_36_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=36, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=36, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - gY5f33 = results.gY5f33 - return np.abs(gY5f33) - + gY5f33 = results.gY5f33 + return np.abs(gY5f33) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_37_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_37_Mass_1_Tree.py index d87b08cb..d5fdf313 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_37_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_37_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=37, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=37, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamNef3 = results.lamNef3 - return np.abs(lamNef3) - + lamNef3 = results.lamNef3 + return np.abs(lamNef3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_38_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_38_Mass_1_Tree.py index 80b60d07..26680775 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_38_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_38_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=38, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=38, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamEff3 = results.lamEff3 - return np.abs(lamEff3) - + lamEff3 = results.lamEff3 + return np.abs(lamEff3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_39_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_39_Mass_1_Tree.py index 9a5d4958..9bc93d0c 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_39_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_39_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=39, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=39, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamDelta1f3 = results.lamDelta1f3 - return np.abs(lamDelta1f3) - + lamDelta1f3 = results.lamDelta1f3 + return np.abs(lamDelta1f3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_3_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_3_Mass_1_Tree.py index 753273f7..310adfd3 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_3_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_3_Mass_1_Tree.py @@ -1,12 +1,12 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=3, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=3, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - m = results.m - yS1f12 = results.yS1f12 - yS1f21 = results.yS1f21 - return (yS1f12*yS1f21)/m**2 - + m = results.m + yS1f12 = results.yS1f12 + yS1f21 = results.yS1f21 + return (yS1f12 * yS1f21) / m**2 diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_40_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_40_Mass_1_Tree.py index df10efa7..7345ce9b 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_40_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_40_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=40, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=40, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamDelta3f3 = results.lamDelta3f3 - return np.abs(lamDelta3f3) - + lamDelta3f3 = results.lamDelta3f3 + return np.abs(lamDelta3f3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_41_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_41_Mass_1_Tree.py index a5d32839..217d39e5 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_41_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_41_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=41, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=41, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamSigmaf3 = results.lamSigmaf3 - return np.abs(lamSigmaf3) - + lamSigmaf3 = results.lamSigmaf3 + return np.abs(lamSigmaf3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_42_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_42_Mass_1_Tree.py index 5aef0591..059e04f0 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_42_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_42_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=42, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=42, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamSigma1f3 = results.lamSigma1f3 - return np.abs(lamSigma1f3) - + lamSigma1f3 = results.lamSigma1f3 + return np.abs(lamSigma1f3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_43_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_43_Mass_1_Tree.py index c99ca2b1..5d92c79a 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_43_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_43_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=43, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=43, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamUf3 = results.lamUf3 - return np.abs(lamUf3) - + lamUf3 = results.lamUf3 + return np.abs(lamUf3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_44_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_44_Mass_1_Tree.py index 45a535e9..60e4ae5c 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_44_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_44_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=44, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=44, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamDff3 = results.lamDff3 - return np.abs(lamDff3) - + lamDff3 = results.lamDff3 + return np.abs(lamDff3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_45_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_45_Mass_1_Tree.py index 6908862c..36b3d456 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_45_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_45_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=45, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=45, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamQ1uf3 = results.lamQ1uf3 - return np.abs(lamQ1uf3) - + lamQ1uf3 = results.lamQ1uf3 + return np.abs(lamQ1uf3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_47_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_47_Mass_1_Tree.py index d24aa0be..be879368 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_47_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_47_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=47, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=47, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamQ7f3 = results.lamQ7f3 - return np.abs(lamQ7f3) - + lamQ7f3 = results.lamQ7f3 + return np.abs(lamQ7f3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_48_Mass_10_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_48_Mass_10_Tree.py index ed2b7f89..96e0183a 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_48_Mass_10_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_48_Mass_10_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=48, collection="Granada", mass=10, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=48, collection="Granada", mass=10, pto="NLO", eft="NHO") def inv1(results): - lamT1f3 = results.lamT1f3 - return np.abs(lamT1f3) - + lamT1f3 = results.lamT1f3 + return np.abs(lamT1f3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_48_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_48_Mass_1_Tree.py index 9d50191e..98ea3e1c 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_48_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_48_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=48, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=48, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamT1f3 = results.lamT1f3 - return np.abs(lamT1f3) - + lamT1f3 = results.lamT1f3 + return np.abs(lamT1f3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_49_Mass_10_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_49_Mass_10_Tree.py index a9915840..b00434ac 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_49_Mass_10_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_49_Mass_10_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=49, collection="Granada", mass=10, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=49, collection="Granada", mass=10, pto="NLO", eft="NHO") def inv1(results): - lamT2f3 = results.lamT2f3 - return np.abs(lamT2f3) - + lamT2f3 = results.lamT2f3 + return np.abs(lamT2f3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_49_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_49_Mass_1_Tree.py index 2ecea3eb..ff61d8ee 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_49_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_49_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=49, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=49, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamT2f3 = results.lamT2f3 - return np.abs(lamT2f3) - + lamT2f3 = results.lamT2f3 + return np.abs(lamT2f3) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_5_Mass_10_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_5_Mass_10_Tree.py index 251f3e99..ee5f1084 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_5_Mass_10_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_5_Mass_10_Tree.py @@ -1,15 +1,16 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=5, collection="Granada", mass=10, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=5, collection="Granada", mass=10, pto="NLO", eft="NHO") def inv1(results): - lamVarphi = results.lamVarphi - return np.abs(lamVarphi) + lamVarphi = results.lamVarphi + return np.abs(lamVarphi) -def inv2(results): - lamVarphi = results.lamVarphi - yVarphiuf33 = results.yVarphiuf33 - return (lamVarphi*yVarphiuf33)/np.abs(lamVarphi) +def inv2(results): + lamVarphi = results.lamVarphi + yVarphiuf33 = results.yVarphiuf33 + return (lamVarphi * yVarphiuf33) / np.abs(lamVarphi) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_5_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_5_Mass_1_Tree.py index 325805fe..2a2ac2eb 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_5_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_5_Mass_1_Tree.py @@ -1,15 +1,16 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=5, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=5, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - lamVarphi = results.lamVarphi - return np.abs(lamVarphi) + lamVarphi = results.lamVarphi + return np.abs(lamVarphi) -def inv2(results): - lamVarphi = results.lamVarphi - yVarphiuf33 = results.yVarphiuf33 - return (lamVarphi*yVarphiuf33)/np.abs(lamVarphi) +def inv2(results): + lamVarphi = results.lamVarphi + yVarphiuf33 = results.yVarphiuf33 + return (lamVarphi * yVarphiuf33) / np.abs(lamVarphi) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_6_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_6_Mass_1_Tree.py index dcb2c45f..70899578 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_6_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_6_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=6, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=6, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - kXi = results.kXi - return np.abs(kXi) - + kXi = results.kXi + return np.abs(kXi) diff --git a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_7_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_7_Mass_1_Tree.py index 63c17834..77b9e16c 100644 --- a/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_7_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Granada/InvarsFit_Granada_Model_7_Mass_1_Tree.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id=7, collection="Granada", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id=7, collection="Granada", mass=1, pto="NLO", eft="NHO") def inv1(results): - kXi1 = results.kXi1 - return np.abs(kXi1) - + kXi1 = results.kXi1 + return np.abs(kXi1) diff --git a/runcards/uv_models/UV_scan/Granada/out_UV_dict_Coll_Granada_Mod_49_Mass_10_Tree.yaml b/runcards/uv_models/UV_scan/Granada/out_UV_dict_Coll_Granada_Mod_49_Mass_10_Tree.yaml index 8a54705e..9646c8c6 100644 --- a/runcards/uv_models/UV_scan/Granada/out_UV_dict_Coll_Granada_Mod_49_Mass_10_Tree.yaml +++ b/runcards/uv_models/UV_scan/Granada/out_UV_dict_Coll_Granada_Mod_49_Mass_10_Tree.yaml @@ -68,4 +68,4 @@ ctZ : [{lamT2f3: [0.,0]}] # Miscellaneous information # Matching results address: C:\Users\a95826ar.DS\Documents\GitHub\match2fit\sample_results/MatchingResult_T2_oneloop.dat # Export date: Tue 26 Mar 2024 08:27:07 -# Modified by hand to match naming conventions of the Granada model collection \ No newline at end of file +# Modified by hand to match naming conventions of the Granada model collection diff --git a/runcards/uv_models/UV_scan/Multiparticle/InvarsFit_MultiParticleCollection_Model_Q1_Q7_W_Mass_1_Tree.py b/runcards/uv_models/UV_scan/Multiparticle/InvarsFit_MultiParticleCollection_Model_Q1_Q7_W_Mass_1_Tree.py index 13fd197d..956d1497 100644 --- a/runcards/uv_models/UV_scan/Multiparticle/InvarsFit_MultiParticleCollection_Model_Q1_Q7_W_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/Multiparticle/InvarsFit_MultiParticleCollection_Model_Q1_Q7_W_Mass_1_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/Multiparticle/InvarsFit_MultiParticleCollection_Model_Q1_Q7_W_NoDegen_Mass_342_Tree.py b/runcards/uv_models/UV_scan/Multiparticle/InvarsFit_MultiParticleCollection_Model_Q1_Q7_W_NoDegen_Mass_342_Tree.py index 858e0b42..be827ead 100644 --- a/runcards/uv_models/UV_scan/Multiparticle/InvarsFit_MultiParticleCollection_Model_Q1_Q7_W_NoDegen_Mass_342_Tree.py +++ b/runcards/uv_models/UV_scan/Multiparticle/InvarsFit_MultiParticleCollection_Model_Q1_Q7_W_NoDegen_Mass_342_Tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model diff --git a/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T1_Mass_10_Loop.py b/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T1_Mass_10_Loop.py index 372dab40..f5b1d760 100644 --- a/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T1_Mass_10_Loop.py +++ b/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T1_Mass_10_Loop.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id="T1", collection="OneLoop", mass=10, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id="T1", collection="OneLoop", mass=10, pto="NLO", eft="NHO") def inv1(results): - lambdaT13 = results.lambdaT13 - return np.abs(lambdaT13) - + lambdaT13 = results.lambdaT13 + return np.abs(lambdaT13) diff --git a/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T1_Mass_1_Loop.py b/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T1_Mass_1_Loop.py index b6e80959..a789a596 100644 --- a/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T1_Mass_1_Loop.py +++ b/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T1_Mass_1_Loop.py @@ -1,10 +1,16 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id="UserModel", collection="TestMatchingCollection1Loop", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict( + id="UserModel", + collection="TestMatchingCollection1Loop", + mass=1, + pto="NLO", + eft="NHO", +) def inv1(results): - lambdaT13 = results.lambdaT13 - return np.abs(lambdaT13) - + lambdaT13 = results.lambdaT13 + return np.abs(lambdaT13) diff --git a/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T2_Mass_10_Loop.py b/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T2_Mass_10_Loop.py index 3b410c66..ff8a0200 100644 --- a/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T2_Mass_10_Loop.py +++ b/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T2_Mass_10_Loop.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id="T2", collection="OneLoop", mass=10, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id="T2", collection="OneLoop", mass=10, pto="NLO", eft="NHO") def inv1(results): - lambdaT23 = results.lambdaT23 - return np.abs(lambdaT23) - + lambdaT23 = results.lambdaT23 + return np.abs(lambdaT23) diff --git a/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T2_Mass_1_Loop.py b/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T2_Mass_1_Loop.py index 36039555..24e27308 100644 --- a/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T2_Mass_1_Loop.py +++ b/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_T2_Mass_1_Loop.py @@ -1,10 +1,10 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id="T2", collection="OneLoop", mass=1, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id="T2", collection="OneLoop", mass=1, pto="NLO", eft="NHO") def inv1(results): - lambdaT23 = results.lambdaT23 - return np.abs(lambdaT23) - + lambdaT23 = results.lambdaT23 + return np.abs(lambdaT23) diff --git a/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_Varphi_Mass_10_Loop.py b/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_Varphi_Mass_10_Loop.py index 11d76952..339c681e 100644 --- a/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_Varphi_Mass_10_Loop.py +++ b/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_Varphi_Mass_10_Loop.py @@ -1,15 +1,16 @@ +# -*- coding: utf-8 -*- import numpy as np from utils import inspect_model -MODEL_SPECS = dict(id="Varphi", collection="OneLoop", mass=10, pto="NLO", eft="NHO" ) +MODEL_SPECS = dict(id="Varphi", collection="OneLoop", mass=10, pto="NLO", eft="NHO") def inv1(results): - lamvarphi = results.lamvarphi - return np.abs(lamvarphi) + lamvarphi = results.lamvarphi + return np.abs(lamvarphi) -def inv2(results): - lamvarphi = results.lamvarphi - yVarphiuf33 = results.yVarphiuf33 - return (lamvarphi*yVarphiuf33)/np.abs(lamvarphi) +def inv2(results): + lamvarphi = results.lamvarphi + yVarphiuf33 = results.yVarphiuf33 + return (lamvarphi * yVarphiuf33) / np.abs(lamvarphi) diff --git a/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_Varphi_Mass_1_Tree.py b/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_Varphi_Mass_1_Tree.py index b2ff1db6..d2614bb9 100644 --- a/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_Varphi_Mass_1_Tree.py +++ b/runcards/uv_models/UV_scan/OneLoop/InvarsFit_OneLoop_Model_Varphi_Mass_1_Tree.py @@ -1,8 +1,7 @@ +# -*- coding: utf-8 -*- import numpy as np - from utils import inspect_model - MODEL_SPECS = dict( id="Varphi", collection="OneLoop", mass=1, pto="NLO", eft="NHO" # in TeV ) diff --git a/runcards/uv_models/write_runcards.py b/runcards/uv_models/write_runcards.py index c72a2a33..a580cda9 100644 --- a/runcards/uv_models/write_runcards.py +++ b/runcards/uv_models/write_runcards.py @@ -69,7 +69,7 @@ def dump_runcard( pto: str, fitting_mode: str, mass: str, - collider: str + collider: str, ) -> None: """Parse a model card to a SMEFiT runcard.""" if "OneLoop" in collection: @@ -79,7 +79,7 @@ def dump_runcard( else: file_path = f"UV_scan/{collection}/out_UV_dict_Coll_{collection}_Mod_{idx_model}_Mass_{mass}_Tree.yaml" - with open(here / file_path, "r", encoding="utf-8") as f: + with open(here / file_path, encoding="utf-8") as f: model_dict = yaml.safe_load(f) runcard = load_base(collider) @@ -89,7 +89,7 @@ def dump_runcard( runcard["use_quad"] = eft_order == "HO" # names - #runcard["result_ID"] = f"Model_UV_{idx_model}_{pto}_{eft_order}" + # runcard["result_ID"] = f"Model_UV_{idx_model}_{pto}_{eft_order}" runcard["Model name"] = model_dict["Model name"] runcard["UV Collection"] = model_dict["UV Collection"] runcard["UV model"] = model_dict["UV model"] @@ -108,7 +108,6 @@ def dump_runcard( if __name__ == "__main__": - parser = argparse.ArgumentParser( prog="SMEFiT_runcards", description="Write SMEFIT runcards for WC/UV models", @@ -141,5 +140,5 @@ def dump_runcard( args.qcd_order, args.mode, args.mass, - args.collider + args.collider, ) diff --git a/smefit_uv/fcc_bounds.py b/smefit_uv/fcc_bounds.py index 72cb8650..ee4c5f0a 100644 --- a/smefit_uv/fcc_bounds.py +++ b/smefit_uv/fcc_bounds.py @@ -6,20 +6,18 @@ import sys from collections import defaultdict from pathlib import Path -from latex_dicts import mod_dict -from latex_dicts import uv_param_dict -from latex_dicts import inv_param_dict -#import arviz as az -from sigfig import round import matplotlib.pyplot as plt import numpy as np -from matplotlib import rc, use from histogram_tools import find_xrange +from latex_dicts import inv_param_dict, mod_dict, uv_param_dict +from matplotlib import rc, use + +# import arviz as az +from sigfig import round -from matplotlib import rc -rc('font', **{'family': 'sans-serif', 'sans-serif': ['Helvetica'], 'size': 22}) -rc('text', usetex=True) +rc("font", **{"family": "sans-serif", "sans-serif": ["Helvetica"], "size": 22}) +rc("text", usetex=True) collections = ["Granada"] @@ -75,7 +73,6 @@ def nested_dict(num_levels): def compute_bounds(collection, mod_nrs, label, caption): - table = "\\begin{table}\n" table += "\\begin{center}\n" table += "\\scriptsize\n" @@ -97,10 +94,11 @@ def compute_bounds(collection, mod_nrs, label, caption): for EFT in ["NHO", "HO"]: n_inv = 0 # path to posterior with model number - posterior_path_mod = Path(posterior_path.format(collection, mod_nr, pQCD, EFT)) + posterior_path_mod = Path( + posterior_path.format(collection, mod_nr, pQCD, EFT) + ) if posterior_path_mod.exists(): - # Open the JSON file and load its contents with open(posterior_path_mod) as f: posterior = json.load(f) @@ -112,38 +110,53 @@ def compute_bounds(collection, mod_nrs, label, caption): if min(samples) > 0: low = 0 up = np.nanpercentile(samples, 95.0) - up_str = "{}".format(round(up, sigfigs=4, notation='sci')).replace('E', 'e').replace('e0', '') - if 'e' in up_str: - base, exp = up_str.split('e') - up_str = "{}$\\mathrm{{e}}{{{}}}$".format(base, exp) + up_str = ( + "{}".format(round(up, sigfigs=4, notation="sci")) + .replace("E", "e") + .replace("e0", "") + ) + if "e" in up_str: + base, exp = up_str.split("e") + up_str = f"{base}$\\mathrm{{e}}{{{exp}}}$" table_dict[mod_nr][key][pQCD][EFT] = up_str else: - low, up = np.nanpercentile(samples, 2.5), np.nanpercentile(samples, 97.5) - low_str = "{}".format(round(low, sigfigs=4, notation='sci')).replace('E', 'e').replace( - 'e0', '') - up_str = "{}".format(round(up, sigfigs=4, notation='sci')).replace('E', 'e').replace( - 'e0', '') - if 'e' in low_str: - base, exp = low_str.split('e') - low_str = "{}$\\mathrm{{e}}{{{}}}$".format(base, exp) - if 'e' in up_str: - base, exp = up_str.split('e') - up_str = "{}$\\mathrm{{e}}{{{}}}$".format(base, exp) - table_dict[mod_nr][key][pQCD][EFT] = "[{}, {}]".format(low_str, up_str) + low, up = np.nanpercentile( + samples, 2.5 + ), np.nanpercentile(samples, 97.5) + low_str = ( + "{}".format(round(low, sigfigs=4, notation="sci")) + .replace("E", "e") + .replace("e0", "") + ) + up_str = ( + "{}".format(round(up, sigfigs=4, notation="sci")) + .replace("E", "e") + .replace("e0", "") + ) + if "e" in low_str: + base, exp = low_str.split("e") + low_str = "{}$\\mathrm{{e}}{{{}}}$".format( + base, exp + ) + if "e" in up_str: + base, exp = up_str.split("e") + up_str = f"{base}$\\mathrm{{e}}{{{exp}}}$" + table_dict[mod_nr][key][pQCD][EFT] = "[{}, {}]".format( + low_str, up_str + ) if up > 200 or low < -200: table_dict[mod_nr][key][pQCD][EFT] = "$\\times$" # hdi is two sides, so we cannot use it: |g| > 0 requires one sided test # table_dict[mod_nr][key][pQCD][EFT] = az.hdi(np.array(samples), hdi_prob=.95) - #table_dict[mod_nr][key][pQCD][EFT] = low, up + # table_dict[mod_nr][key][pQCD][EFT] = low, up n_inv += 1 n_invariants.append(n_inv) print("n_invariants:", n_invariants) if n_invariants: n_params += max(n_invariants) for parameter, param_dict in table_dict[mod_nr].items(): - LO_NHO = param_dict["LO"]["NHO"] LO_HO = param_dict["LO"]["HO"] NLO_NHO = param_dict["NLO"]["NHO"] @@ -160,8 +173,6 @@ def compute_bounds(collection, mod_nrs, label, caption): table += "\\end{center}\n" table += "\\end{table}\n" - - return table, n_params @@ -181,7 +192,7 @@ def compute_bounds(collection, mod_nrs, label, caption): # "95\\% CL intervals of the heavy vector fermion fields UV couplings.") # # latex_table_mp, n_mp = compute_bounds("MultiParticleCollection", mp_mdl_idx, "cl-mp-model-spl", "95\\% CL intervals of the UV couplings that enter in the multiparticle model.") -#latex_table_1l, n_scalars_1L = compute_bounds("OneLoop", oneloop_mdl_idx, "cl-1l-model", "95\\% CL intervals of the UV couplings in \\varphi at one-loop.") +# latex_table_1l, n_scalars_1L = compute_bounds("OneLoop", oneloop_mdl_idx, "cl-1l-model", "95\\% CL intervals of the UV couplings in \\varphi at one-loop.") # Save LaTeX code to a .tex file @@ -196,14 +207,17 @@ def compute_bounds(collection, mod_nrs, label, caption): # with open(result_dir / "table_1l.tex", "w") as file: # file.write(latex_table_1l) -def plot_uv_posterior_bar(n_params, collection, models, EFT=None, name=None, pQCD=None): +def plot_uv_posterior_bar(n_params, collection, models, EFT=None, name=None, pQCD=None): fig, axes = plt.subplots(figsize=(18, 8 * 3), ncols=1, nrows=3) - category = [r'${\rm Heavy\:Scalar}$', r'${\rm Heavy\:Fermion}$', r'${\rm Heavy\:Vector\:Boson}$'] + category = [ + r"${\rm Heavy\:Scalar}$", + r"${\rm Heavy\:Fermion}$", + r"${\rm Heavy\:Vector\:Boson}$", + ] for i, mod_nrs in enumerate(models): - lhc_bounds = [] hllhc_bounds = [] fcc_bounds = [] @@ -213,9 +227,15 @@ def plot_uv_posterior_bar(n_params, collection, models, EFT=None, name=None, pQC continue print(mod_nr) - posterior_path_mod_1 = Path(posterior_path.format(collection, "lhc", mod_nr, pQCD, "HO")) - posterior_path_mod_2 = Path(posterior_path.format(collection, "hllhc", mod_nr, pQCD, "HO")) - posterior_path_mod_3 = Path(posterior_path.format(collection, "fcc", mod_nr, pQCD, "HO")) + posterior_path_mod_1 = Path( + posterior_path.format(collection, "lhc", mod_nr, pQCD, "HO") + ) + posterior_path_mod_2 = Path( + posterior_path.format(collection, "hllhc", mod_nr, pQCD, "HO") + ) + posterior_path_mod_3 = Path( + posterior_path.format(collection, "fcc", mod_nr, pQCD, "HO") + ) if posterior_path_mod_1.exists(): # Open the JSON file and load its contents @@ -233,15 +253,17 @@ def plot_uv_posterior_bar(n_params, collection, models, EFT=None, name=None, pQC n_invariants = 0 for key in posterior_1.keys(): - if key.startswith('inv'): + if key.startswith("inv"): n_invariants += 1 if n_invariants > 1: continue - for (key, samples_1_list), (_, samples_2_list), (_, samples_3_list) in zip( - posterior_1.items(), posterior_2.items(), posterior_3.items() - ): + for ( + (key, samples_1_list), + (_, samples_2_list), + (_, samples_3_list), + ) in zip(posterior_1.items(), posterior_2.items(), posterior_3.items()): if not key.startswith("inv"): continue else: @@ -268,7 +290,9 @@ def plot_uv_posterior_bar(n_params, collection, models, EFT=None, name=None, pQC x = np.linspace(0, 200, len(lhc_bounds)) dx = x[1] - x[0] - logo = plt.imread("/data/theorie/jthoeve/smefit_release/src/smefit/analyze/logo.png") + logo = plt.imread( + "/data/theorie/jthoeve/smefit_release/src/smefit/analyze/logo.png" + ) axes[-1].imshow( logo, @@ -278,35 +302,76 @@ def plot_uv_posterior_bar(n_params, collection, models, EFT=None, name=None, pQC zorder=10, ) - - # Plot the bars - axes[i].bar(x - bar_width, lhc_bounds[:, 0], bar_width, align='center', label=r'$\rm{LEP+LHC_{Run-2}}, \:g_{{\rm UV}}=1$', color='C0') + axes[i].bar( + x - bar_width, + lhc_bounds[:, 0], + bar_width, + align="center", + label=r"$\rm{LEP+LHC_{Run-2}}, \:g_{{\rm UV}}=1$", + color="C0", + ) - axes[i].bar(x - bar_width, lhc_bounds[:, 1], bar_width, align='center', edgecolor='C0', - linestyle='--', alpha=0.3, label=r'$\rm{LEP+LHC_{Run-2}},\:g_{{\rm UV}}=4\pi$') + axes[i].bar( + x - bar_width, + lhc_bounds[:, 1], + bar_width, + align="center", + edgecolor="C0", + linestyle="--", + alpha=0.3, + label=r"$\rm{LEP+LHC_{Run-2}},\:g_{{\rm UV}}=4\pi$", + ) - axes[i].bar(x, hllhc_bounds[:, 0], bar_width, align='center', label=r'$\rm{+\:HL-LHC}, \:g_{{\rm UV}}=1$', - color='C1') + axes[i].bar( + x, + hllhc_bounds[:, 0], + bar_width, + align="center", + label=r"$\rm{+\:HL-LHC}, \:g_{{\rm UV}}=1$", + color="C1", + ) - axes[i].bar(x, hllhc_bounds[:, 1], bar_width, align='center', edgecolor='C1', - linestyle='--', alpha=0.3, label=r'$\rm{+\:HL-LHC}, \:g_{{\rm UV}}=4\pi$') + axes[i].bar( + x, + hllhc_bounds[:, 1], + bar_width, + align="center", + edgecolor="C1", + linestyle="--", + alpha=0.3, + label=r"$\rm{+\:HL-LHC}, \:g_{{\rm UV}}=4\pi$", + ) - axes[i].bar(x + bar_width, fcc_bounds[:, 0], bar_width, align='center', label=r'$\rm{+\:FCC-ee}, \:g_{{\rm UV}}=1$', - color='C2') + axes[i].bar( + x + bar_width, + fcc_bounds[:, 0], + bar_width, + align="center", + label=r"$\rm{+\:FCC-ee}, \:g_{{\rm UV}}=1$", + color="C2", + ) - axes[i].bar(x + bar_width, fcc_bounds[:, 1], bar_width, align='center', edgecolor='C2', - linestyle='--', alpha=0.3, label=r'$\rm{+\:FCC-ee}, \:g_{{\rm UV}}=4\pi$') + axes[i].bar( + x + bar_width, + fcc_bounds[:, 1], + bar_width, + align="center", + edgecolor="C2", + linestyle="--", + alpha=0.3, + label=r"$\rm{+\:FCC-ee}, \:g_{{\rm UV}}=4\pi$", + ) axes[i].set_xticks(x, x_labels) - axes[i].set_ylabel(r'$M_{\mathrm{UV}}\:{\rm [TeV]}$') - axes[i].tick_params(axis='x', which='major', pad=15) - #axes[i].legend(frameon=False, ncol=3) - axes[i].set_yscale('log') + axes[i].set_ylabel(r"$M_{\mathrm{UV}}\:{\rm [TeV]}$") + axes[i].tick_params(axis="x", which="major", pad=15) + # axes[i].legend(frameon=False, ncol=3) + axes[i].set_yscale("log") if i == 2: - axes[i].set_ylim(0.08, 5 * 10 **3) + axes[i].set_ylim(0.08, 5 * 10**3) axes[i].text( 0.02, @@ -315,21 +380,12 @@ def plot_uv_posterior_bar(n_params, collection, models, EFT=None, name=None, pQC fontsize=24, ha="left", va="top", - transform=axes[i].transAxes + transform=axes[i].transAxes, ) + axes[0].legend(frameon=False, ncol=3, loc="upper right", fontsize=18) - - - axes[0].legend( - frameon=False, - ncol=3, - loc='upper right', - fontsize=18 - ) - - - #axes[-1].set_xlim(x.min() - 2 * bar_width, x.max() + 2 * bar_width) + # axes[-1].set_xlim(x.min() - 2 * bar_width, x.max() + 2 * bar_width) fig.tight_layout() @@ -353,17 +409,24 @@ def plot_uv_posterior(n_params, collection, mod_nrs, EFT=None, name=None, pQCD=N continue print(mod_nr) - - # path to posterior with model number if pQCD is None: - posterior_path_mod_1 = Path(posterior_path.format(collection, mod_nr, "LO", EFT)) - posterior_path_mod_2 = Path(posterior_path.format(collection, mod_nr, "NLO", EFT)) + posterior_path_mod_1 = Path( + posterior_path.format(collection, mod_nr, "LO", EFT) + ) + posterior_path_mod_2 = Path( + posterior_path.format(collection, mod_nr, "NLO", EFT) + ) elif EFT is None: - - posterior_path_mod_1 = Path(posterior_path.format(collection, "lhc", mod_nr, pQCD, "NHO")) - posterior_path_mod_2 = Path(posterior_path.format(collection, "hllhc", mod_nr, pQCD, "NHO")) - posterior_path_mod_3 = Path(posterior_path.format(collection, "fcc", mod_nr, pQCD, "NHO")) + posterior_path_mod_1 = Path( + posterior_path.format(collection, "lhc", mod_nr, pQCD, "NHO") + ) + posterior_path_mod_2 = Path( + posterior_path.format(collection, "hllhc", mod_nr, pQCD, "NHO") + ) + posterior_path_mod_3 = Path( + posterior_path.format(collection, "fcc", mod_nr, pQCD, "NHO") + ) else: print("EFT and pQCD cannot both be None, aborting") sys.exit() @@ -383,7 +446,7 @@ def plot_uv_posterior(n_params, collection, mod_nrs, EFT=None, name=None, pQCD=N continue for (key, samples_1_list), (_, samples_2_list), (_, samples_3_list) in zip( - posterior_1.items(), posterior_2.items(), posterior_3.items() + posterior_1.items(), posterior_2.items(), posterior_3.items() ): if not key.startswith("inv"): continue @@ -433,7 +496,7 @@ def plot_uv_posterior(n_params, collection, mod_nrs, EFT=None, name=None, pQCD=N fontsize=17, ha="left", va="top", - transform=ax.transAxes + transform=ax.transAxes, ) ax.text( @@ -443,40 +506,67 @@ def plot_uv_posterior(n_params, collection, mod_nrs, EFT=None, name=None, pQCD=N fontsize=20, ha="right", va="top", - transform=ax.transAxes + transform=ax.transAxes, ) - if pQCD is None: - order_EFT = -2 if EFT == 'NHO' else -4 - fig.legend([f"$\mathrm{{LO}}\;\mathcal{{O}}\\left(\Lambda^{{{order_EFT}}}\\right)$", - f"$\mathrm{{NLO}}\;\mathcal{{O}}\\left(\Lambda^{{{order_EFT}}}\\right)$"], loc="upper center", - ncol=2, - prop={"size": 25 * (n_cols * 4) / 20}, bbox_to_anchor=(0.5, 1.0), frameon=False) + order_EFT = -2 if EFT == "NHO" else -4 + fig.legend( + [ + f"$\\mathrm{{LO}}\\;\\mathcal{{O}}\\left(\\Lambda^{{{order_EFT}}}\\right)$", + f"$\\mathrm{{NLO}}\\;\\mathcal{{O}}\\left(\\Lambda^{{{order_EFT}}}\\right)$", + ], + loc="upper center", + ncol=2, + prop={"size": 25 * (n_cols * 4) / 20}, + bbox_to_anchor=(0.5, 1.0), + frameon=False, + ) if n_rows > 1: - plt.tight_layout(rect=[0, 0.05 * (5. / n_rows), 1, 1 - 0.05 * (5. / n_rows)]) # make room for the legend + plt.tight_layout( + rect=[0, 0.05 * (5.0 / n_rows), 1, 1 - 0.05 * (5.0 / n_rows)] + ) # make room for the legend else: plt.tight_layout(rect=[0, 0.08, 1, 0.92]) # make room for the legend if name is not None: - fig.savefig(result_dir / "{}_posteriors_LO_vs_NLO_{}_{}.pdf".format(collection, EFT, name)) + fig.savefig( + result_dir / f"{collection}_posteriors_LO_vs_NLO_{EFT}_{name}.pdf" + ) else: - fig.savefig(result_dir / "{}_posteriors_LO_vs_NLO_{}.pdf".format(collection, EFT)) + fig.savefig(result_dir / f"{collection}_posteriors_LO_vs_NLO_{EFT}.pdf") elif EFT is None: - fig.legend([f"$\mathrm{{LHC}}\;\mathcal{{O}}\\left(\Lambda^{{-2}}\\right)$", - f"$\mathrm{{HL-LHC}}\;\mathcal{{O}}\\left(\Lambda^{{-2}}\\right)$", - f"$\mathrm{{FCCee}}\;\mathcal{{O}}\\left(\Lambda^{{-2}}\\right)$"], ncol=3, - prop={"size": 25 * (n_cols * 4) / 20}, bbox_to_anchor=(0.5, 1.0), loc='upper center', frameon=False) + fig.legend( + [ + f"$\\mathrm{{LHC}}\\;\\mathcal{{O}}\\left(\\Lambda^{{-2}}\\right)$", + f"$\\mathrm{{HL-LHC}}\\;\\mathcal{{O}}\\left(\\Lambda^{{-2}}\\right)$", + f"$\\mathrm{{FCCee}}\\;\\mathcal{{O}}\\left(\\Lambda^{{-2}}\\right)$", + ], + ncol=3, + prop={"size": 25 * (n_cols * 4) / 20}, + bbox_to_anchor=(0.5, 1.0), + loc="upper center", + frameon=False, + ) if n_rows > 1: - plt.tight_layout(rect=[0, 0.05 * (5. / n_rows), 1, 1 - 0.05 * (5. / n_rows)]) # make room for the legend + plt.tight_layout( + rect=[0, 0.05 * (5.0 / n_rows), 1, 1 - 0.05 * (5.0 / n_rows)] + ) # make room for the legend else: plt.tight_layout(rect=[0, 0.08, 1, 0.92]) # make room for the legend - fig.savefig(result_dir / "{}_posteriors_lhc_vs_hlhc_{}.png".format(collection, name)) + fig.savefig(result_dir / f"{collection}_posteriors_lhc_vs_hlhc_{name}.png") + # plot_uv_posterior_bar(10, "Granada", vboson_mdl_nrs, name="vbosons", pQCD="NLO") # plot_uv_posterior(15, "Granada", vfermion_mdl_nrs, name="vfermions", pQCD="NLO") -plot_uv_posterior_bar(10, "Granada", [scalar_mdl_nrs, vfermion_mdl_nrs, vboson_mdl_nrs], name="scalars", pQCD="NLO") +plot_uv_posterior_bar( + 10, + "Granada", + [scalar_mdl_nrs, vfermion_mdl_nrs, vboson_mdl_nrs], + name="scalars", + pQCD="NLO", +) # plot_uv_posterior(n_mp, "MultiParticleCollection", mp_mdl_idx, EFT="NHO") # plot_uv_posterior(n_mp, "MultiParticleCollection", mp_mdl_idx, EFT="HO") diff --git a/smefit_uv/histogram_tools.py b/smefit_uv/histogram_tools.py index fa599609..9c51508b 100644 --- a/smefit_uv/histogram_tools.py +++ b/smefit_uv/histogram_tools.py @@ -8,7 +8,6 @@ def find_xrange(samples, threshold_x): x_high = [] for sample in samples: - n, bins = np.histogram( sample, bins="fd", diff --git a/smefit_uv/latex_dicts.py b/smefit_uv/latex_dicts.py index 2e7a4ddb..764e286b 100644 --- a/smefit_uv/latex_dicts.py +++ b/smefit_uv/latex_dicts.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- mod_dict = { 2: r"$\mathcal{S}$", 3: r"$\mathcal{S}_1$", @@ -33,8 +34,8 @@ 47: r"$Q_7$", 48: r"$T_1$", 49: r"$T_2$", - '48_10': r"$T_1\;{\rm (tree)}$", - '49_10': r"$T_2\;{\rm (tree)}$", + "48_10": r"$T_1\;{\rm (tree)}$", + "49_10": r"$T_2\;{\rm (tree)}$", "Q1_Q7_W": r"$(Q_1, Q_7, \mathcal{W})$", "Q1_Q7_W_NoDegen": r"$(Q_1, Q_7, \mathcal{W})$", "Q1Q7W_spl": r"$Q_1Q_7\mathcal{W}$", @@ -101,96 +102,117 @@ "lamT2f3": r"$\left(\lambda_{T_2}\right)_3$", "gWtiH": r"$g_{\mathcal{W}}^{\varphi}$", "lamQ7f33": r"$\left(\lambda_{\mathcal{Q}_7}\right)_{33}$", - } -inv_param_dict = {2: {'inv1': r"$\left|\kappa_{\mathcal{S}}\right|$"}, - 3: {'inv1': r"$\left(y_{\mathcal{S}_1}\right)_{12} \left(y_{\mathcal{S}_1}\right)_{21}$"}, - 5: {'inv1': r"$\left|\lambda_{\phi}\right|$", - 'inv2': r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", - 'inv3': r"$\left|m_\phi\right|$"}, - "5_5": {'inv1': r"$\left|\lambda_{\phi}\right|$", - 'inv2': r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$" - }, - "5_10": {'inv1': r"$\left|\lambda_{\phi}\right|$", - 'inv2': r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$" - }, - "Varphi_massbound": {'inv1': r"$\left|\lambda_{\phi}\right|$", - 'inv2': r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", - 'inv3': r"$m_\phi$"}, - "Varphi": {'inv1': r"$\left|\lambda_{\phi}\right|$", - 'inv2': r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", - }, - "Varphi_1": {'inv1': r"$\left|\lambda_{\phi}\right|$", - 'inv2': r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", - }, - "Varphi_5": {'inv1': r"$\left|\lambda_{\phi}\right|$", - 'inv2': r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", - }, - "Varphi_10": {'inv1': r"$\left|\lambda_{\phi}\right|$", - 'inv2': r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", - }, - 6: {'inv1': r"$\left|\kappa_{\Xi}\right|$"}, - 7: {'inv1': r"$\left|\kappa_{\Xi1}\right|$"}, - 10: {'inv1': r"$\left|\left(y_{\omega_1}^{qq}\right)_{33}\right|$"}, - 12: {'inv1': r"$\left|\left(y_{\omega_4}^{uu}\right)_{33}\right|$"}, - 15: {'inv1': r"$\left|\left(y_{\zeta}^{qq}\right)_{33}\right|$"}, - 16: {'inv1': r"$\left|\left(y_{\Omega_1}^{qq}\right)_{33}\right|$"}, - 18: {'inv1': r"$\left|\left(y_{\Omega_4}\right)_{33}\right|$"}, - 19: {'inv1': r"$\left|\left(y_{\Upsilon}\right)_{33}\right|$"}, - 20: {'inv1': r"$\left|\left(y_{\Phi}^{qu}\right)_{33}\right|$"}, - 21: {'inv1': r"$\left|g_{\mathcal{B}}^\varphi\right|$", - 'inv2': r"$\left(g_{\mathcal{B}}^e\right)_{11} g_{\mathcal{B}}^\varphi$", - 'inv3': r"$\left(g_{\mathcal{B}}^e\right)_{22} g_{\mathcal{B}}^\varphi$", - 'inv4': r"$\left(g_{\mathcal{B}}^e\right)_{33} g_{\mathcal{B}}^\varphi$", - 'inv5': r"$\mathrm{sgn}(g_{\mathcal{B}}^\varphi) \left(g_B^\ell\right)_{11}$", - 'inv6': r"$g_{\mathcal{B}}^\varphi \left(g_{\mathcal{B}}^\ell \right)_{22}$", - 'inv7': r"$g_{\mathcal{B}}^\varphi \left(g_{\mathcal{B}}^\ell \right)_{33}$", - 'inv8': r"$\mathrm{sgn}(g_\mathcal{B}^\varphi)\left(g_\mathcal{B}^q\right)_{33}$", - 'inv9': r"$\mathrm{sgn}(g_\mathcal{B}^\varphi)\left(g_B^u\right)_{33}$"}, - 22: {'inv1': r"$\left|g_B^\varphi\right|$"}, - 23: {'inv1': r"$\left|\left(g_{\mathcal{W}}^\ell\right)_{11}\right|$", - 'inv2': r"$\mathrm{sgn}\left(\left(g_{\mathcal{W}}^\ell\right)_{11}\right)\left(g_{\mathcal{W}}^\ell\right)_{22}$", - 'inv3': r"$\left|\left(g_{\mathcal{W}}^\ell\right)_{33}\right|$", - 'inv4': r"$\left|\left(g_{\mathcal{W}}^q\right)_{33}\right|$", - 'inv5': r"$\mathrm{sgn}\left(\left(g_{\mathcal{W}}^q\right)_{33}\right)g_{\mathcal{W}}^\varphi$"}, - 24: {'inv1': r"$\left|g_{\mathcal{W}_1}^\varphi\right|$"}, - 25: {'inv1': r"$\left|\left(g_{\mathcal{G}}^q\right)_{33}\right|$", - 'inv2': r"$\mathrm{sgn}\left(\left(g_{\mathcal{G}}^q\right)_{33}\right)\left(g_{\mathcal{G}}^u\right)_{33}$"}, - 27: {'inv1': r"$\left|\left(g_{\mathcal{H}}\right)_{33}\right|$"}, - 33: {'inv1': r"$\left|\left(g_{\mathcal{Q}_5}^{uq}\right)_{33}\right|$"}, - 36: {'inv1': r"$\left|\left(g_{\mathcal{Y}_5}\right)_{33}\right|$"}, - 37: {'inv1': r"$\left|\left(\lambda_N^e\right)_3\right|$"}, - 38: {'inv1': r"$\left|\left(\lambda_E\right)_3\right|$"}, - 39: {'inv1': r"$\left|\left(\lambda_{\Delta_1}\right)_3\right|$"}, - 40: {'inv1': r"$\left|\left(\lambda_{\Delta_3}\right)_3\right|$"}, - 41: {'inv1': r"$\left|\left(\lambda_{\Sigma}\right)_3\right|$"}, - 42: {'inv1': r"$\left|\left(\lambda_{\Sigma_1}\right)_3\right|$"}, - 43: {'inv1': r"$\left|\left(\lambda_{U}\right)_3\right|$"}, - 44: {'inv1': r"$\left|\left(\lambda_{D}\right)_3\right|$"}, - 45: {'inv1': r"$\left|\left(\lambda_{\mathcal{Q}_1}^u\right)_3\right|$"}, - 47: {'inv1': r"$\left|\left(\lambda_{\mathcal{Q}_7}\right)_3\right|$"}, - 48: {'inv1': r"$\left|\left(\lambda_{T_1}\right)_3\right|$"}, - 49: {'inv1': r"$\left|\left(\lambda_{T_2}\right)_3\right|$"}, - '48_10': {'inv1': r"$\left|\left(\lambda_{T_1}\right)_3\right|$"}, - '49_10': {'inv1': r"$\left|\left(\lambda_{T_2}\right)_3\right|$"}, - "Q1_Q7_W": {'inv1': r"$\left|\left(g_{\mathcal{W}}^l\right)_{11}\right|$", - 'inv2': r"$\mathrm{sgn}\left(\left(g_{\mathcal{W}}^l\right)_{11}\right)\left(g_{\mathcal{W}}^l\right)_{22}$", - 'inv3': r"$\left|\left(g_{\mathcal{W}}^l\right)_{33}\right|$", - 'inv4': r"$\left|\left(g_{\mathcal{W}}^q\right)_{33}\right|$", - 'inv5': r"$\mathrm{sgn}\left(\left(g_{\mathcal{W}}^q\right)_{33}\right)g_{\mathcal{W}}^\varphi$", - 'inv6': r"$\left|\left(\lambda_{\mathcal{Q}_1}^u\right)_3\right|$", - 'inv7': r"$\left|\left(\lambda_{\mathcal{Q}_7}\right)_{33}\right|$"}, - "Q1_Q7_W_NoDegen": {'inv1': r"$\left|\left(g_{\mathcal{W}}^l\right)_{11}\right|$", - 'inv2': r"$\mathrm{sgn}\left(\left(g_{\mathcal{W}}^l\right)_{11}\right)\left(g_{\mathcal{W}}^l\right)_{22}$", - 'inv3': r"$\left|\left(g_{\mathcal{W}}^l\right)_{33}\right|$", - 'inv4': r"$\left|\left(g_{\mathcal{W}}^q\right)_{33}\right|$", - 'inv5': r"$\mathrm{sgn}\left(\left(g_{\mathcal{W}}^q\right)_{33}\right)g_{\mathcal{W}}^\varphi$", - 'inv6': r"$\left|\left(\lambda_{Q_1}^u\right)_3\right|$", - 'inv7': r"$\left|\left(\lambda_{Q_7}\right)_{33}\right|$"}, - "T1": {'inv1': r"$\left|\left(\lambda_{T_1}\right)_3\right|$"}, - "T2": {'inv1': r"$\left|\left(\lambda_{T_2}\right)_3\right|$"}, - "T1_10": {'inv1': r"$\left|\left(\lambda_{T_1}\right)_3\right|$"}, - "T2_10": {'inv1': r"$\left|\left(\lambda_{T_2}\right)_3\right|$"} - } - +inv_param_dict = { + 2: {"inv1": r"$\left|\kappa_{\mathcal{S}}\right|$"}, + 3: { + "inv1": r"$\left(y_{\mathcal{S}_1}\right)_{12} \left(y_{\mathcal{S}_1}\right)_{21}$" + }, + 5: { + "inv1": r"$\left|\lambda_{\phi}\right|$", + "inv2": r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", + "inv3": r"$\left|m_\phi\right|$", + }, + "5_5": { + "inv1": r"$\left|\lambda_{\phi}\right|$", + "inv2": r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", + }, + "5_10": { + "inv1": r"$\left|\lambda_{\phi}\right|$", + "inv2": r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", + }, + "Varphi_massbound": { + "inv1": r"$\left|\lambda_{\phi}\right|$", + "inv2": r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", + "inv3": r"$m_\phi$", + }, + "Varphi": { + "inv1": r"$\left|\lambda_{\phi}\right|$", + "inv2": r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", + }, + "Varphi_1": { + "inv1": r"$\left|\lambda_{\phi}\right|$", + "inv2": r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", + }, + "Varphi_5": { + "inv1": r"$\left|\lambda_{\phi}\right|$", + "inv2": r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", + }, + "Varphi_10": { + "inv1": r"$\left|\lambda_{\phi}\right|$", + "inv2": r"$\mathrm{sgn}(\lambda_{\phi})\left(y_{\phi}^u\right)_{33}$", + }, + 6: {"inv1": r"$\left|\kappa_{\Xi}\right|$"}, + 7: {"inv1": r"$\left|\kappa_{\Xi1}\right|$"}, + 10: {"inv1": r"$\left|\left(y_{\omega_1}^{qq}\right)_{33}\right|$"}, + 12: {"inv1": r"$\left|\left(y_{\omega_4}^{uu}\right)_{33}\right|$"}, + 15: {"inv1": r"$\left|\left(y_{\zeta}^{qq}\right)_{33}\right|$"}, + 16: {"inv1": r"$\left|\left(y_{\Omega_1}^{qq}\right)_{33}\right|$"}, + 18: {"inv1": r"$\left|\left(y_{\Omega_4}\right)_{33}\right|$"}, + 19: {"inv1": r"$\left|\left(y_{\Upsilon}\right)_{33}\right|$"}, + 20: {"inv1": r"$\left|\left(y_{\Phi}^{qu}\right)_{33}\right|$"}, + 21: { + "inv1": r"$\left|g_{\mathcal{B}}^\varphi\right|$", + "inv2": r"$\left(g_{\mathcal{B}}^e\right)_{11} g_{\mathcal{B}}^\varphi$", + "inv3": r"$\left(g_{\mathcal{B}}^e\right)_{22} g_{\mathcal{B}}^\varphi$", + "inv4": r"$\left(g_{\mathcal{B}}^e\right)_{33} g_{\mathcal{B}}^\varphi$", + "inv5": r"$\mathrm{sgn}(g_{\mathcal{B}}^\varphi) \left(g_B^\ell\right)_{11}$", + "inv6": r"$g_{\mathcal{B}}^\varphi \left(g_{\mathcal{B}}^\ell \right)_{22}$", + "inv7": r"$g_{\mathcal{B}}^\varphi \left(g_{\mathcal{B}}^\ell \right)_{33}$", + "inv8": r"$\mathrm{sgn}(g_\mathcal{B}^\varphi)\left(g_\mathcal{B}^q\right)_{33}$", + "inv9": r"$\mathrm{sgn}(g_\mathcal{B}^\varphi)\left(g_B^u\right)_{33}$", + }, + 22: {"inv1": r"$\left|g_B^\varphi\right|$"}, + 23: { + "inv1": r"$\left|\left(g_{\mathcal{W}}^\ell\right)_{11}\right|$", + "inv2": r"$\mathrm{sgn}\left(\left(g_{\mathcal{W}}^\ell\right)_{11}\right)\left(g_{\mathcal{W}}^\ell\right)_{22}$", + "inv3": r"$\left|\left(g_{\mathcal{W}}^\ell\right)_{33}\right|$", + "inv4": r"$\left|\left(g_{\mathcal{W}}^q\right)_{33}\right|$", + "inv5": r"$\mathrm{sgn}\left(\left(g_{\mathcal{W}}^q\right)_{33}\right)g_{\mathcal{W}}^\varphi$", + }, + 24: {"inv1": r"$\left|g_{\mathcal{W}_1}^\varphi\right|$"}, + 25: { + "inv1": r"$\left|\left(g_{\mathcal{G}}^q\right)_{33}\right|$", + "inv2": r"$\mathrm{sgn}\left(\left(g_{\mathcal{G}}^q\right)_{33}\right)\left(g_{\mathcal{G}}^u\right)_{33}$", + }, + 27: {"inv1": r"$\left|\left(g_{\mathcal{H}}\right)_{33}\right|$"}, + 33: {"inv1": r"$\left|\left(g_{\mathcal{Q}_5}^{uq}\right)_{33}\right|$"}, + 36: {"inv1": r"$\left|\left(g_{\mathcal{Y}_5}\right)_{33}\right|$"}, + 37: {"inv1": r"$\left|\left(\lambda_N^e\right)_3\right|$"}, + 38: {"inv1": r"$\left|\left(\lambda_E\right)_3\right|$"}, + 39: {"inv1": r"$\left|\left(\lambda_{\Delta_1}\right)_3\right|$"}, + 40: {"inv1": r"$\left|\left(\lambda_{\Delta_3}\right)_3\right|$"}, + 41: {"inv1": r"$\left|\left(\lambda_{\Sigma}\right)_3\right|$"}, + 42: {"inv1": r"$\left|\left(\lambda_{\Sigma_1}\right)_3\right|$"}, + 43: {"inv1": r"$\left|\left(\lambda_{U}\right)_3\right|$"}, + 44: {"inv1": r"$\left|\left(\lambda_{D}\right)_3\right|$"}, + 45: {"inv1": r"$\left|\left(\lambda_{\mathcal{Q}_1}^u\right)_3\right|$"}, + 47: {"inv1": r"$\left|\left(\lambda_{\mathcal{Q}_7}\right)_3\right|$"}, + 48: {"inv1": r"$\left|\left(\lambda_{T_1}\right)_3\right|$"}, + 49: {"inv1": r"$\left|\left(\lambda_{T_2}\right)_3\right|$"}, + "48_10": {"inv1": r"$\left|\left(\lambda_{T_1}\right)_3\right|$"}, + "49_10": {"inv1": r"$\left|\left(\lambda_{T_2}\right)_3\right|$"}, + "Q1_Q7_W": { + "inv1": r"$\left|\left(g_{\mathcal{W}}^l\right)_{11}\right|$", + "inv2": r"$\mathrm{sgn}\left(\left(g_{\mathcal{W}}^l\right)_{11}\right)\left(g_{\mathcal{W}}^l\right)_{22}$", + "inv3": r"$\left|\left(g_{\mathcal{W}}^l\right)_{33}\right|$", + "inv4": r"$\left|\left(g_{\mathcal{W}}^q\right)_{33}\right|$", + "inv5": r"$\mathrm{sgn}\left(\left(g_{\mathcal{W}}^q\right)_{33}\right)g_{\mathcal{W}}^\varphi$", + "inv6": r"$\left|\left(\lambda_{\mathcal{Q}_1}^u\right)_3\right|$", + "inv7": r"$\left|\left(\lambda_{\mathcal{Q}_7}\right)_{33}\right|$", + }, + "Q1_Q7_W_NoDegen": { + "inv1": r"$\left|\left(g_{\mathcal{W}}^l\right)_{11}\right|$", + "inv2": r"$\mathrm{sgn}\left(\left(g_{\mathcal{W}}^l\right)_{11}\right)\left(g_{\mathcal{W}}^l\right)_{22}$", + "inv3": r"$\left|\left(g_{\mathcal{W}}^l\right)_{33}\right|$", + "inv4": r"$\left|\left(g_{\mathcal{W}}^q\right)_{33}\right|$", + "inv5": r"$\mathrm{sgn}\left(\left(g_{\mathcal{W}}^q\right)_{33}\right)g_{\mathcal{W}}^\varphi$", + "inv6": r"$\left|\left(\lambda_{Q_1}^u\right)_3\right|$", + "inv7": r"$\left|\left(\lambda_{Q_7}\right)_{33}\right|$", + }, + "T1": {"inv1": r"$\left|\left(\lambda_{T_1}\right)_3\right|$"}, + "T2": {"inv1": r"$\left|\left(\lambda_{T_2}\right)_3\right|$"}, + "T1_10": {"inv1": r"$\left|\left(\lambda_{T_1}\right)_3\right|$"}, + "T2_10": {"inv1": r"$\left|\left(\lambda_{T_2}\right)_3\right|$"}, +} diff --git a/smefit_uv/spider_uv.py b/smefit_uv/spider_uv.py index aed28273..27627d03 100644 --- a/smefit_uv/spider_uv.py +++ b/smefit_uv/spider_uv.py @@ -57,12 +57,10 @@ def transform_path_non_affine(self, path): return Path(self.transform(path.vertices), path.codes) class RadarAxes(PolarAxes): - name = "radar" PolarTransform = RadarTransform def __init__(self, *args, **kwargs): - super().__init__(*args, aspect="equal", **kwargs) # rotate plot such that the first axis is at the top self.set_theta_zero_location("N") @@ -198,7 +196,6 @@ def log_transform(x, delta): markers = itertools.cycle(["*", "o", "P"]) for i, data_fit_i in enumerate(data.T): - ax.plot(theta, data_fit_i, color=colors[i], zorder=1) ax.scatter( theta, data_fit_i, marker=next(markers), s=50, color=colors[i], zorder=1 @@ -231,7 +228,6 @@ def log_transform(x, delta): zorder=0, ) else: - axis.set_rgrids( radial_lines[1:], labels=radial_labels[1:], @@ -266,7 +262,6 @@ def log_transform(x, delta): filled_start_angle = 0 # 12'o clock for i, (idx, angle) in enumerate(angle_sweep.items()): - filled_end_angle = angle + filled_start_angle # End angle in degrees center = (0.5, 0.5) # Coordinates relative to the figure @@ -351,14 +346,12 @@ def log_transform(x, delta): # self._plot_logo(ax2, [0.75, 0.95, 0.001, 0.07]) - plt.savefig( "/data/theorie/jthoeve/smefit_release/smefit_uv/results_uv_param/spider_plot_uv_test.pdf", bbox_inches="tight", ) - collections = ["OneLoop"] @@ -403,13 +396,12 @@ def log_transform(x, delta): # print("File not found", model) # continue # # -#sys.exit() +# sys.exit() # Specify the path to the JSON file posterior_path = f"{here.parent}/results/smefit_fcc_uv_spider/{{}}_{{}}_UV_{{}}_{{}}_{{}}_NS/inv_posterior.json" def get_bounds(collection, mod_nrs): - n_cols = 4 n_rows = 4 fig = plt.figure(figsize=(n_cols * 4, n_rows * 4)) @@ -421,7 +413,6 @@ def get_bounds(collection, mod_nrs): x_labels = [] for col, mod in zip(collection, mod_nrs): - posterior_path_mod_1 = pathlib.Path( posterior_path.format(col, "lhc", mod, "NLO", "HO") ) @@ -519,7 +510,6 @@ def get_bounds(collection, mod_nrs): x_labels.append(mod_dict[mod]) - fig.savefig( "/data/theorie/jthoeve/smefit_release/smefit_uv/results_uv_param/posteriors_phi_5.png" ) @@ -555,4 +545,3 @@ def get_bounds(collection, mod_nrs): ], ["48_10", "T1_10", "49_10", "T2_10", "5_5", "Varphi_5", "Q1_Q7_W_NoDegen"], ) - diff --git a/src/smefit/analyze/chi2_utils.py b/src/smefit/analyze/chi2_utils.py index b8ee4567..5699e71d 100644 --- a/src/smefit/analyze/chi2_utils.py +++ b/src/smefit/analyze/chi2_utils.py @@ -21,7 +21,6 @@ class Chi2tableCalculator: """ def __init__(self, data_info): - self.data_info = data_info self.chi2_df_sm = pd.DataFrame() self.chi2_df_sm_grouped = pd.DataFrame() @@ -65,7 +64,6 @@ def compute(datasets, smeft_predictions): # Compute per experiment cnt = 0 for ndat_exp in datasets.NdataExp: - chi2.append( np.dot( diff[cnt : cnt + ndat_exp], @@ -93,6 +91,9 @@ def compute(datasets, smeft_predictions): ) cnt += ndat_exp + # compute chi2 for the whole dataset + total_chi2_rep = np.einsum("ij,ji->i", diff_rep, covmat_diff_rep) + return ( pd.DataFrame( { @@ -103,7 +104,7 @@ def compute(datasets, smeft_predictions): }, index=datasets.ExpNames, ), - np.sum(chi2_rep, axis=0) / datasets.Commondata.size, + total_chi2_rep / datasets.Commondata.size, ) @staticmethod @@ -368,7 +369,7 @@ def plot_dist(self, chi2_hist, fig_name, figsize=(7, 5)): plt.figure(figsize=figsize) ax = plt.subplot(111) - for (label, chi2_list) in chi2_hist.items(): + for label, chi2_list in chi2_hist.items(): ax.hist( chi2_list, bins="fd", diff --git a/src/smefit/analyze/coefficients_utils.py b/src/smefit/analyze/coefficients_utils.py index 4c747111..b46ade20 100644 --- a/src/smefit/analyze/coefficients_utils.py +++ b/src/smefit/analyze/coefficients_utils.py @@ -567,7 +567,6 @@ def log_transform(x, delta_shift): filled_start_angle = 90 - 180 / len(self.coeff_info) for i, op_type in enumerate(class_order): - filled_end_angle = ( angle_sweep[i] * 360 + filled_start_angle ) # End angle in degrees @@ -651,27 +650,33 @@ def plot_posteriors(self, posteriors, labels, disjointed_lists=None): continue solution = posterior[l] - if disjointed_lists[clr_idx] is None: - pass - elif l in disjointed_lists[clr_idx]: - solution, solution2 = split_solution(posterior[l]) + if ( + disjointed_lists[clr_idx] is not None + and l in disjointed_lists[clr_idx] + ): + solution1, solution2 = split_solution(posterior[l]) + bins_solution1 = np.histogram_bin_edges(solution1, bins="fd") + bins_solution2 = np.histogram_bin_edges(solution2, bins="fd") + + ax.hist( + solution, + bins=np.sort(np.concatenate((bins_solution1, bins_solution2))), + density=True, + color=colors[clr_idx], + edgecolor="black", + alpha=0.3, + label=labels[clr_idx], + ) + else: ax.hist( - solution2, + solution, bins="fd", density=True, color=colors[clr_idx], edgecolor="black", alpha=0.3, + label=labels[clr_idx], ) - ax.hist( - solution, - bins="fd", - density=True, - color=colors[clr_idx], - edgecolor="black", - alpha=0.3, - label=labels[clr_idx], - ) ax.text( 0.05, 0.85, @@ -700,7 +705,7 @@ def plot_posteriors(self, posteriors, labels, disjointed_lists=None): if self.npar % grid_size == 0: ax_logo_nr = self.npar + grid_size else: - ax_logo_nr = self.npar + self.npar % grid_size + 1 + ax_logo_nr = self.npar + (grid_size - self.npar % grid_size) ax_logo = plt.subplot(grid_size, grid_size, ax_logo_nr) @@ -738,7 +743,7 @@ def plot_contours_2d( """ if double_solution is None: - double_solution = {"fit1": [], "fit2": []} + double_solution = {f"fit{i+1}": [] for i in range(len(posteriors))} if dofs_show is not None: posteriors = [ @@ -825,9 +830,9 @@ def plot_contours_2d( kde=kde, clr_idx=clr_idx, confidence_level=cl, - double_solution=list(double_solution.values())[clr_idx] - if kde - else None, + double_solution=( + list(double_solution.values())[clr_idx] if kde else None + ), ) hndls_all.append(hndls_contours) diff --git a/src/smefit/analyze/fisher.py b/src/smefit/analyze/fisher.py index 001d836c..098d4c36 100644 --- a/src/smefit/analyze/fisher.py +++ b/src/smefit/analyze/fisher.py @@ -28,7 +28,6 @@ class FisherCalculator: """ def __init__(self, coefficients, datasets, compute_quad): - self.coefficients = coefficients self.free_parameters = self.coefficients.free_parameters.index self.datasets = datasets diff --git a/src/smefit/analyze/html_utils.py b/src/smefit/analyze/html_utils.py index 844e409e..7dcd7c82 100644 --- a/src/smefit/analyze/html_utils.py +++ b/src/smefit/analyze/html_utils.py @@ -81,7 +81,7 @@ def write_html_container(title, figs=None, links=None, dataFrame=None): + "
    \n" ) if links is not None: - for (file, label) in links: + for file, label in links: text += "
    \n" + html_link(f"{file}.html", label) if figs is not None: @@ -130,7 +130,7 @@ def dump_html_index(html_report, html_index, report_path, report_title): index_html = current_path.parent.joinpath("assets/index.html") index_css = current_path.parent.joinpath("assets/index.css") shutil.copyfile(index_css, report_path.joinpath("index.css")) - with open(index_html, "r", encoding="utf-8") as f: + with open(index_html, encoding="utf-8") as f: text = f.read() text = text.replace( diff --git a/src/smefit/analyze/latex_tools.py b/src/smefit/analyze/latex_tools.py index f24d05c8..4b9e9c42 100644 --- a/src/smefit/analyze/latex_tools.py +++ b/src/smefit/analyze/latex_tools.py @@ -6,7 +6,6 @@ def latex_packages(): - L = [ r"\documentclass{article}", r"\usepackage{float}", diff --git a/src/smefit/analyze/pca.py b/src/smefit/analyze/pca.py index 9ee05f66..bda167c1 100644 --- a/src/smefit/analyze/pca.py +++ b/src/smefit/analyze/pca.py @@ -30,7 +30,6 @@ class RotateToPca: """ def __init__(self, loaded_datasets, coefficients, config): - self.loaded_datasets = loaded_datasets self.coefficients = coefficients self.config = config @@ -239,7 +238,6 @@ class PcaCalculator: """ def __init__(self, datasets, coefficients, latex_names): - self.coefficients = coefficients self.datasets = datasets self.latex_names = latex_names diff --git a/src/smefit/analyze/report.py b/src/smefit/analyze/report.py index 1d549886..d9a87368 100644 --- a/src/smefit/analyze/report.py +++ b/src/smefit/analyze/report.py @@ -153,13 +153,19 @@ def chi2(self, table=True, plot_experiment=None, plot_distribution=None): chi2_dict_group = {} chi2_replica = {} for fit in self.fits: - chi2_df, chi2_total_rep = chi2_cal.compute( + # This computes the chi2 by taking the mean of the replicas + _, chi2_total_rep = chi2_cal.compute( fit.datasets, fit.smeft_predictions, ) + + chi2_df_best, _ = chi2_cal.compute( + fit.datasets, fit.smeft_predictions_best_fit + ) + chi2_replica[fit.label] = chi2_total_rep - chi2_dict[fit.label] = chi2_cal.add_normalized_chi2(chi2_df) - chi2_dict_group[fit.label] = chi2_cal.group_chi2_df(chi2_df) + chi2_dict[fit.label] = chi2_cal.add_normalized_chi2(chi2_df_best) + chi2_dict_group[fit.label] = chi2_cal.group_chi2_df(chi2_df_best) if table: lines = chi2_cal.write(chi2_dict, chi2_dict_group) @@ -234,12 +240,14 @@ def coefficients( bounds_dict = {} for fit in self.fits: bounds_dict[fit.label] = compute_confidence_level( - fit.results, + fit.results["samples"], coeff_plt.coeff_info, fit.has_posterior, - double_solution.get(fit.name, None) - if double_solution is not None - else None, + ( + double_solution.get(fit.name, None) + if double_solution is not None + else None + ), ) if scatter_plot is not None: @@ -290,7 +298,6 @@ def coefficients( # if dbl solution requested, add the confidence intervals, otherwise just # use the sum of the hdi intervals if 1 in dbl_solution: - dbl_op = double_solution.get(fit.name, None) idx = [ np.argwhere( @@ -322,13 +329,15 @@ def coefficients( if posterior_histograms: _logger.info("Plotting : Posterior histograms") disjointed_lists = [ - double_solution.get(fit.name, None) - if double_solution is not None - else None + ( + double_solution.get(fit.name, None) + if double_solution is not None + else None + ) for fit in self.fits ] coeff_plt.plot_posteriors( - [fit.results for fit in self.fits], + [fit.results["samples"] for fit in self.fits], labels=[fit.label for fit in self.fits], disjointed_lists=disjointed_lists, ) @@ -345,7 +354,7 @@ def coefficients( coeff_plt.plot_contours_2d( [ ( - fit.results[fit.coefficients.free_parameters.index], + fit.results["samples"][fit.coefficients.free_parameters.index], fit.config["use_quad"], ) for fit in self.fits @@ -388,7 +397,7 @@ def correlations( _logger.info(f"Plotting correlations for: {fit.name}") coeff_to_keep = fit.coefficients.free_parameters.index plot_correlations( - fit.results[coeff_to_keep], + fit.results["samples"][coeff_to_keep], latex_names=self.coeff_info.droplevel(0), fig_name=f"{self.report}/correlations_{fit.name}", title=fit.label if title else None, @@ -499,7 +508,9 @@ def fisher( # if necessary compute the quadratic Fisher if compute_quad: - fisher_cal.compute_quadratic(fit.results, fit.smeft_predictions) + fisher_cal.compute_quadratic( + fit.results["samples"], fit.smeft_predictions + ) fisher_cal.quad_fisher = fisher_cal.normalize( fisher_cal.quad_fisher, norm=norm, log=log ) diff --git a/src/smefit/analyze/spider.py b/src/smefit/analyze/spider.py index 6f7f5b04..e60589b1 100644 --- a/src/smefit/analyze/spider.py +++ b/src/smefit/analyze/spider.py @@ -37,12 +37,10 @@ def transform_path_non_affine(self, path): return Path(self.transform(path.vertices), path.codes) class RadarAxes(PolarAxes): - name = "radar" PolarTransform = RadarTransform def __init__(self, *args, **kwargs): - super().__init__(*args, aspect="equal", **kwargs) # rotate plot such that the first axis is at the top self.set_theta_zero_location("N") diff --git a/src/smefit/analyze/summary.py b/src/smefit/analyze/summary.py index 0565f229..6ddefcd0 100644 --- a/src/smefit/analyze/summary.py +++ b/src/smefit/analyze/summary.py @@ -50,7 +50,6 @@ class SummaryWriter: """ def __init__(self, fits, data_groups, coeff_config): - self.fits = fits self.data_info = data_groups self.coeff_info = coeff_config diff --git a/src/smefit/basis_rotation.py b/src/smefit/basis_rotation.py index f9a7c90e..fbc9eef0 100644 --- a/src/smefit/basis_rotation.py +++ b/src/smefit/basis_rotation.py @@ -32,7 +32,7 @@ def rotate_to_fit_basis(lin_dict, quad_dict, rotation_matrix_path): theory dictionary with quadratic operator corrections in the fit basis, emptry if quadratic corrections are not used """ - with open(rotation_matrix_path, "r", encoding="utf-8") as f: + with open(rotation_matrix_path, encoding="utf-8") as f: rot = json.load(f) rotation_matrix = pd.DataFrame( data=rot["matrix"], index=rot["ypars"], columns=rot["xpars"] diff --git a/src/smefit/chi2.py b/src/smefit/chi2.py index 0540fd11..87df6d2a 100644 --- a/src/smefit/chi2.py +++ b/src/smefit/chi2.py @@ -2,11 +2,11 @@ """Module for the computation of chi-squared values.""" import json +import jax.numpy as jnp import matplotlib.pyplot as plt import numpy as np import scipy.optimize as opt from rich.progress import track -import jax.numpy as jnp from . import compute_theory as pr from .coefficients import CoefficientManager diff --git a/src/smefit/coefficients.py b/src/smefit/coefficients.py index ff7fe265..69bcc358 100644 --- a/src/smefit/coefficients.py +++ b/src/smefit/coefficients.py @@ -1,5 +1,4 @@ # -*- coding: utf-8 -*- - import numpy as np import pandas as pd @@ -226,7 +225,6 @@ def set_constraints(self): # loop pn fixed coefficients for coefficient_fixed in self._objlist[np.invert(self.is_free)]: - # skip coefficient fixed to a single value if coefficient_fixed.constrain is None: continue @@ -253,7 +251,6 @@ def update_constrain(self, inv_rotation): rotation matrix from the original basis to the new_basis """ for coefficient_fixed in self._objlist[~self.is_free]: - # skip coefficient fixed to a single value if coefficient_fixed.constrain is None: continue diff --git a/src/smefit/compute_theory.py b/src/smefit/compute_theory.py index 8428792e..c49b6159 100644 --- a/src/smefit/compute_theory.py +++ b/src/smefit/compute_theory.py @@ -3,9 +3,9 @@ """ Module for the generation of theory predictions """ -import numpy as np -import jax.numpy as jnp import jax +import jax.numpy as jnp +import numpy as np def flatten(quad_mat, axis=0): diff --git a/src/smefit/covmat.py b/src/smefit/covmat.py index 67acae56..09453174 100644 --- a/src/smefit/covmat.py +++ b/src/smefit/covmat.py @@ -1,5 +1,4 @@ # -*- coding: utf-8 -*- - """ Module containing computation of covariance matrix. Based on @@ -83,7 +82,6 @@ def covmat_from_systematics(stat_errors: list, sys_errors: list): block_diags = [] for dataset_stat_errors, dataset_sys_errors in zip(stat_errors, sys_errors): - # separate out the special uncertainties which can be correlated across # datasets is_intra_dataset_error = dataset_sys_errors.columns.isin(INTRA_DATASET_SYS_NAME) diff --git a/src/smefit/fit_manager.py b/src/smefit/fit_manager.py index e74c7cd8..594f88d3 100644 --- a/src/smefit/fit_manager.py +++ b/src/smefit/fit_manager.py @@ -69,7 +69,7 @@ def load_results(self): """ file = "results" if self.has_posterior: - file = "posterior" + file = "fit_results" with open(f"{self.path}/{self.name}/{file}.json", encoding="utf-8") as f: results = json.load(f) @@ -77,23 +77,26 @@ def load_results(self): # then each distribution might have a different number of samples is_single_param = results.get("single_parameter_fits", False) if is_single_param: - del results["single_parameter_fits"] num_samples = [] - for key in results.keys(): - num_samples.append(len(results[key])) + for key in results["samples"].keys(): + num_samples.append(len(results["samples"][key])) num_samples_min = min(num_samples) - for key in results.keys(): - results[key] = np.random.choice( - results[key], num_samples_min, replace=False + for key in results["samples"].keys(): + results["samples"][key] = np.random.choice( + results["samples"][key], num_samples_min, replace=False ) # TODO: support pariwise posteriors # Be sure columns are sorted, otherwise can't compute theory... - self.results = pd.DataFrame(results).sort_index(axis=1) + results["samples"] = pd.DataFrame(results["samples"]).sort_index(axis=1) + results["best_fit_point"] = pd.DataFrame( + [results["best_fit_point"]] + ).sort_index(axis=1) + self.results = results def load_configuration(self): """Load configuration yaml card. @@ -143,13 +146,32 @@ def smeft_predictions(self): smeft.append( make_predictions( self.datasets, - self.results.iloc[rep, :], + self.results["samples"].iloc[rep, :], self.config["use_quad"], self.config.get("use_multiplicative_prescription", False), ) ) return np.array(smeft) + @property + def smeft_predictions_best_fit(self): + """Compute |SMEFT| predictions for the best fit point. + + Returns + ------- + np.ndarray: + |SMEFT| predictions for the best fit + """ + predictions = make_predictions( + self.datasets, + self.results["best_fit_point"].iloc[0, :], + self.config["use_quad"], + self.config.get("use_multiplicative_prescription", False), + ) + + # Add a dimension to match the shape of the replica predictions + return np.array([predictions]) + @property def coefficients(self): """coefficient manager""" @@ -158,4 +180,4 @@ def coefficients(self): @property def n_replica(self): """Number of replicas""" - return self.results.shape[0] + return self.results["samples"].shape[0] diff --git a/src/smefit/loader.py b/src/smefit/loader.py index 54def86a..17166607 100644 --- a/src/smefit/loader.py +++ b/src/smefit/loader.py @@ -1,5 +1,4 @@ # -*- coding: utf-8 -*- - import json import pathlib from collections import namedtuple @@ -300,9 +299,6 @@ def load_theory( # save sm prediction at the chosen perturbative order sm = np.array(raw_th_data[order]["SM"]) - # check if scales are present in the theory file - scales = np.array(raw_th_data.get("scales", [None] * len(sm))) - # split corrections into a linear and quadratic dict for key, value in raw_th_data[order].items(): # quadratic terms @@ -345,11 +341,21 @@ def is_to_keep(op1, op2=None): if is_to_keep(k.split("*")[0], k.split("*")[1]) } best_sm = np.array(raw_th_data["best_sm"]) - th_cov = np.zeros((best_sm.size, best_sm.size)) if use_theory_covmat: - th_cov = np.array(raw_th_data["theory_cov"]) + th_cov = raw_th_data["theory_cov"] + else: + th_cov = np.zeros((best_sm.size, best_sm.size)) - return best_sm, th_cov, lin_dict_to_keep, quad_dict_to_keep, scales + # check if scales are present in the theory file + scales = raw_th_data.get("scales", [None] * len(best_sm)) + + return ( + best_sm, + th_cov, + lin_dict_to_keep, + quad_dict_to_keep, + scales, + ) @property def n_data(self): @@ -697,9 +703,11 @@ def get_dataset(datasets, data_name): datasets.SMTheory[posix_in:posix_out], datasets.OperatorsNames, datasets.LinearCorrections[posix_in:posix_out], - datasets.QuadraticCorrections[posix_in:posix_out] - if datasets.QuadraticCorrections is not None - else None, + ( + datasets.QuadraticCorrections[posix_in:posix_out] + if datasets.QuadraticCorrections is not None + else None + ), data_name, ndata, datasets.InvCovMat[posix_in:posix_out].T[posix_in:posix_out], diff --git a/src/smefit/optimize/__init__.py b/src/smefit/optimize/__init__.py index 6397f6f8..f39383fb 100644 --- a/src/smefit/optimize/__init__.py +++ b/src/smefit/optimize/__init__.py @@ -2,8 +2,8 @@ import importlib import json import pathlib -import sys +import numpy as np from rich.style import Style from rich.table import Table @@ -23,6 +23,13 @@ _logger = log.logging.getLogger(__name__) +class NumpyEncoder(json.JSONEncoder): + def default(self, o): + if isinstance(o, (np.float32, np.float64, np.int32, np.int64)): + return o.item() # Convert to native Python type + return super().default(o) + + class Optimizer: """ Common interface for Chi2 profile, NS and MC and A optimizers. @@ -117,7 +124,8 @@ def load_external_chi2(self, external_chi2): # Check if dynamic scale if self.rge_dict["obs_scale"] == "dynamic": _logger.info( - f"Computing RGE matrix for {class_name} with initial scale {self.rge_dict['init_scale']}." + f"Computing RGE matrix for {class_name} " + f"with initial scale {self.rge_dict['init_scale']}." ) # compute RGE matrix if "scale" not in module: @@ -228,14 +236,47 @@ def chi2_func(self, use_replica=False, print_log=True): return chi2_tot - def dump_posterior(self, posterior_file, values): + def dump_fit_result(self, fit_result_file, values): + """ + Dumps the fit results to a json file. + + dump_fit_result gets called repeatedly for single parameter fits, once for each parameter. + `values` contains the samples of the current fit, while previous fit results get loaded + into `tmp` and updated with the current samples. The updated values are then written back + to the file. + + Parameters + ---------- + fit_result_file: PosixPath + path to the fit results file + values: dict + dictionary containing the current fit results + """ + if self.single_parameter_fits: - if posterior_file.is_file(): - with open(posterior_file, encoding="utf-8") as f: + if fit_result_file.is_file(): + with open(fit_result_file, encoding="utf-8") as f: tmp = json.load(f) - values.update(tmp) + # Get the operator name + coeff = list(values["samples"].keys())[0] + # update the values + tmp["logz"][coeff] = values["logz"] + tmp["max_loglikelihood"][coeff] = values["max_loglikelihood"] + tmp["best_fit_point"][coeff] = values["best_fit_point"][coeff] + tmp["samples"][coeff] = values["samples"][coeff] + # update the file with the new values + with open(fit_result_file, "w", encoding="utf-8") as f: + json.dump(tmp, f, indent=4, cls=NumpyEncoder) + else: values["single_parameter_fits"] = True + with open(fit_result_file, "w", encoding="utf-8") as f: + # Get the operator name + coeff = list(values["best_fit_point"].keys())[0] + values["logz"] = {coeff: values["logz"]} + values["max_loglikelihood"] = {coeff: values["max_loglikelihood"]} + json.dump(values, f, indent=4, cls=NumpyEncoder) - with open(posterior_file, "w", encoding="utf-8") as f: - json.dump(values, f) + else: + with open(fit_result_file, "w", encoding="utf-8") as f: + json.dump(values, f, indent=4, cls=NumpyEncoder) diff --git a/src/smefit/optimize/analytic.py b/src/smefit/optimize/analytic.py index 41290522..e79c352a 100644 --- a/src/smefit/optimize/analytic.py +++ b/src/smefit/optimize/analytic.py @@ -47,9 +47,9 @@ def __init__( n_samples, ): super().__init__( - f"{result_path}/{result_ID}", - loaded_datasets, - coefficients, + results_path=f"{result_path}/{result_ID}", + loaded_datasets=loaded_datasets, + coefficients=coefficients, # disble quadratic corrections here use_quad=False, single_parameter_fits=single_parameter_fits, @@ -120,6 +120,8 @@ def log_result(self, coeff_best, coeff_covmat): def run_sampling(self): """Run sapmling accordying to the analytic solution.""" + fit_result = {} + # update linear corrections in casde new_LinearCorrections = impose_constrain( self.loaded_datasets, self.coefficients @@ -149,19 +151,44 @@ def run_sampling(self): @ diff_sm ) + # Compute some metrics of the fit result + # Get names of coefficients, including the constrained ones + coeffs_name = sorted(self.coefficients.name) + + # set the best fit point + self.coefficients.set_free_parameters(coeff_best) + self.coefficients.set_constraints() + + fit_result["best_fit_point"] = dict(zip(coeffs_name, self.coefficients.value)) + + # compute max log likelihood + chi2_tot = chi2.compute_chi2( + self.loaded_datasets, + self.coefficients.value, + self.use_quad, + self.use_multiplicative_prescription, + ) + max_logl = float(-0.5 * chi2_tot) + + fit_result["max_loglikelihood"] = max_logl + + gaussian_integral = np.log(np.sqrt(np.linalg.det(2 * np.pi * coeff_covmat))) + # NOTE: current formula for logz is not inluding the prior penalty + logz = gaussian_integral + max_logl + fit_result["logz"] = logz + _logger.warning("The logZ computation is not including the prior penalty.") + # generate samples in case n_samples > 0 if self.n_samples > 0: - self.log_result(coeff_best, coeff_covmat) # sample _logger.info("Sampling solutions ...") - samples = np.random.multivariate_normal( + fit_result["samples"] = np.random.multivariate_normal( coeff_best, coeff_covmat, size=(self.n_samples,) ) - self.save(samples) + self.save(fit_result) else: # record only chi2 if no samples are requested - self.coefficients.set_free_parameters(coeff_best) self.coefficients.set_constraints() @@ -174,10 +201,11 @@ def run_sampling(self): chi2_red = chi2_tot / self.loaded_datasets.Commondata.size with open(self.results_path / "chi2.dat", "a") as f: - f.write("{} \n".format(chi2_red)) + f.write(f"{chi2_red} \n") - def save(self, samples): + def save(self, result): """Save samples to json inside a dictionary: {coff: [replicas values]}. + Saving also some basic information about the fit. Parameters ---------- @@ -185,17 +213,18 @@ def save(self, samples): raw samples with shape (n_samples, n_free_param) """ - values = {} + posterior_samples = {} for c in self.coefficients.name: - values[c] = [] + posterior_samples[c] = [] # propagate constrain - for sample in samples: + for sample in result["samples"]: self.coefficients.set_free_parameters(sample) self.coefficients.set_constraints() for c in self.coefficients.name: - values[c].append(self.coefficients[c].value) + posterior_samples[c].append(self.coefficients[c].value) - posterior_file = self.results_path / "posterior.json" - self.dump_posterior(posterior_file, values) + result["samples"] = posterior_samples + # save fit result + self.dump_fit_result(self.results_path / "fit_results.json", result) diff --git a/src/smefit/optimize/mc.py b/src/smefit/optimize/mc.py index e9d2fffa..18aa4878 100644 --- a/src/smefit/optimize/mc.py +++ b/src/smefit/optimize/mc.py @@ -17,7 +17,6 @@ class MCOptimizer(Optimizer): - """Optimizer specification for |MC|. Parameters @@ -184,7 +183,6 @@ def from_dict(cls, config): ) def get_status(self, chi2): - if len(self.chi2_values) == 0: self.chi2_values.append(chi2) @@ -313,4 +311,11 @@ def save(self): / f"replica_{self.replica}/coefficients_rep_{self.replica}.json" ) - self.dump_posterior(posterior_file, values) + fit_result = { + "samples": values, + "logz": None, + "max_loglikelihood": None, + "best_fit_point": None, + } + + self.dump_fit_result(posterior_file, fit_result) diff --git a/src/smefit/optimize/ultranest.py b/src/smefit/optimize/ultranest.py index bca1bd97..6879da94 100644 --- a/src/smefit/optimize/ultranest.py +++ b/src/smefit/optimize/ultranest.py @@ -10,7 +10,7 @@ from rich.table import Table from ultranest import stepsampler -from smefit.rge import RGE, load_rge_matrix +from smefit.rge import load_rge_matrix from .. import chi2, log from ..coefficients import CoefficientManager @@ -99,15 +99,15 @@ def __init__( rge_dict=None, ): super().__init__( - f"{result_path}/{result_ID}", - loaded_datasets, - coefficients, - use_quad, - single_parameter_fits, - use_multiplicative_prescription, - external_chi2, - rgemat, - rge_dict, + results_path=f"{result_path}/{result_ID}", + loaded_datasets=loaded_datasets, + coefficients=coefficients, + use_quad=use_quad, + single_parameter_fits=single_parameter_fits, + use_multiplicative_prescription=use_multiplicative_prescription, + external_chi2=external_chi2, + rgemat=rgemat, + rge_dict=rge_dict, ) self.live_points = live_points self.lepsilon = lepsilon @@ -370,7 +370,7 @@ def run_sampling(self): log_dir = None if self.store_raw: - log_dir = self.results_path + log_dir = self.results_path / "ultranest_log" if self.vectorized: loglikelihood = jax.vmap(self.gaussian_loglikelihood) @@ -414,6 +414,11 @@ def run_sampling(self): log.console.log(f"Time : {((t2 - t1) / 60.0):.3f} minutes") log.console.log(f"Number of samples: {result['samples'].shape[0]}") + if self.store_raw: + _logger.info("Ultranest plots being produced...") + sampler.plot() + _logger.info(f"Ultranest plots produced in {log_dir}") + table = Table( style=Style(color="white"), title_style="bold cyan", title=None ) @@ -428,6 +433,7 @@ def run_sampling(self): def save(self, result): """Save |NS| replicas to json inside a dictionary: {coff: [replicas values]}. + Saving also some basic information about the fit. Parameters ---------- @@ -435,23 +441,40 @@ def save(self, result): result dictionary """ - values = {} + posterior_samples = {} for c in self.coefficients.name: - values[c] = [] + posterior_samples[c] = [] for sample in result["samples"]: self.coefficients.set_free_parameters(sample) self.coefficients.set_constraints() for c in self.coefficients.name: - values[c].append(self.coefficients[c].value) + posterior_samples[c].append(self.coefficients[c].value) if self.pairwise_fits: - posterior_file = ( + fit_results_file = ( self.results_path - / f"posterior_{self.coefficients.name[0]}_{self.coefficients.name[1]}.json" + / f"fit_results_{self.coefficients.name[0]}_{self.coefficients.name[1]}.json" ) else: - posterior_file = self.results_path / "posterior.json" - - self.dump_posterior(posterior_file, values) + fit_results_file = self.results_path / "fit_results.json" + + # self.dump_posterior(posterior_file, values) + + # Writing the fit summary results + logz = result["logz"] + max_loglikelihood = result["maximum_likelihood"]["logl"] + # get the best fit point, including the constrained coefficients + self.coefficients.set_free_parameters(result["maximum_likelihood"]["point"]) + self.coefficients.set_constraints() + best_fit_point = dict(zip(self.coefficients.name, self.coefficients.value)) + + fit_result = { + "samples": posterior_samples, + "logz": logz, + "max_loglikelihood": max_loglikelihood, + "best_fit_point": best_fit_point, + } + + self.dump_fit_result(fit_results_file, fit_result) diff --git a/src/smefit/postfit/__init__.py b/src/smefit/postfit/__init__.py index ebcbf4eb..269636b0 100644 --- a/src/smefit/postfit/__init__.py +++ b/src/smefit/postfit/__init__.py @@ -13,7 +13,6 @@ class Postfit: def __init__(self, result_path, single_parameter_fits, chi2_threshold): - self.results_folder = result_path self.finished_replicas = 0 for name in self.results_folder.iterdir(): @@ -26,7 +25,6 @@ def __init__(self, result_path, single_parameter_fits, chi2_threshold): @classmethod def from_file(cls, result_folder): - # load file with open(result_folder / f"{result_folder.stem}.yaml", encoding="utf-8") as f: config = yaml.safe_load(f) @@ -45,7 +43,6 @@ def from_file(cls, result_folder): ) def save(self, nrep): - postfit_res = [] chi2_list = [] coeffs = None # Initialize coeffs to None @@ -88,7 +85,6 @@ def save(self, nrep): self.not_completed = True else: - posterior = {} for i, c in enumerate(coeffs): posterior[c] = list(np.array(postfit_res).T[i, :]) diff --git a/src/smefit/projections/__init__.py b/src/smefit/projections/__init__.py index 08391acf..0e10c9f1 100644 --- a/src/smefit/projections/__init__.py +++ b/src/smefit/projections/__init__.py @@ -30,7 +30,6 @@ def __init__( fred_sys, use_t0, ): - self.commondata_path = commondata_path self.theory_path = theory_path self.dataset_names = dataset_names @@ -153,7 +152,6 @@ def rescale_sys(self, sys, fred_sys): is_artificial = is_square & np.any(sys < 0) if is_artificial: - # reconstruct covmat and keep only diagonal components cov_tot = sys @ sys.T sys_diag = np.sqrt(np.diagonal(cov_tot)) @@ -166,7 +164,6 @@ def rescale_sys(self, sys, fred_sys): @staticmethod def rescale_stat(stat, lumi_old, lumi_new): - """ Projects the statistical uncertainties from lumi_old to lumi_new @@ -205,7 +202,6 @@ def build_projection(self, lumi_new, closure): cnt = 0 for dataset_idx, num_data in enumerate(self.datasets.NdataExp): - dataset_name = self.datasets.ExpNames[dataset_idx] path_to_dataset = self.commondata_path / f"{dataset_name}.yaml" @@ -297,7 +293,6 @@ def build_projection(self, lumi_new, closure): # build covmat for projections. Use rescaled uncertainties newcov = covmat_from_systematics([stat_red], [sys_red]) else: # closure test - # we store absolute uncertainties and convert all multipicative uncertainties to additive ones if num_data > 1: diff --git a/src/smefit/rge.py b/src/smefit/rge.py index 031e1324..c86babd9 100644 --- a/src/smefit/rge.py +++ b/src/smefit/rge.py @@ -1,29 +1,31 @@ +# -*- coding: utf-8 -*- +import pathlib +import warnings +from copy import deepcopy +from functools import partial, wraps + +import ckmutil.ckm +import jax.numpy as jnp +import numpy as np +import pandas as pd +import wilson +from numpy import ComplexWarning + +from smefit import log +from smefit.loader import Loader +from smefit.wcxf import inverse_wcxf_translate, wcxf_translate + ### Patch of a CKM function, so that the CP violating ### phase is set to gamma and not computed explicitly ### See https://github.com/wilson-eft/wilson/issues/113#issuecomment-2179273979 ### This needs to be done before the import of wilson -import ckmutil.ckm -from copy import deepcopy -from functools import partial # copying so we keep the original function ckm_tree = deepcopy(ckmutil.ckm.ckm_tree) ckmutil.ckm.ckm_tree = partial(ckm_tree, delta_expansion_order=0) ### End of patch -import wilson -from smefit.wcxf import wcxf_translate, inverse_wcxf_translate -import smefit.log as log -from smefit.loader import Loader - -import warnings -import pandas as pd -import numpy as np -import jax.numpy as jnp -from numpy import ComplexWarning -import pathlib - - +##################### MONKEY PATCH # switch off the SM - EFT mixing, since SMEFiT assumes that the # RGE solution is linearised # Keep a reference to the original beta function @@ -38,6 +40,61 @@ def beta_wrapper(C, HIGHSCALE=np.inf, *args, **kwargs): wilson.run.smeft.beta.beta_array = partial( wilson.run.smeft.beta.beta_array, HIGHSCALE=np.inf ) +##################### END OF MONKEY PATCH + +##################### MONKEY PATCH +# Patch smeftpar: we remove all dependence on SMEFT parameters +# in SM paramaters, otherwise the linear approximation is not valid +C_patch = { + "phi": 0.0, + "phiBox": 0.0, + "phiD": 0.0, + "phiWB": 0.0, + "phiG": 0.0, + "phiW": 0.0, + "phiB": 0.0, + "dphi": 0.0, + "uphi": 0.0, + "ephi": 0.0, +} +# Reference to the original smeftpar function +original_smeftpar = wilson.run.smeft.smpar.smeftpar + + +# Define the monkey-patched function +@wraps(original_smeftpar) +def patched_smeftpar(*args, **kwargs): + # check if C is passed as a keyword argument + if "C" in kwargs: + kwargs["C"] = C_patch + # otherwise, check if it is passed as a positional argument + else: + args = list(args) + args[1] = C_patch + + return original_smeftpar(*args, **kwargs) + + +# Apply the monkey patch +wilson.run.smeft.smpar.smeftpar = patched_smeftpar +##################### END OF MONKEY PATCH + + +##################### MONKEY PATCH +# Monkey patch flavour rotation +# Define the new method +def _to_wcxf_no_rotation(self, C_out, scale_out): + """Return the Wilson coefficients `C_out` as a wcxf.WC instance, without rotation.""" + # Skip the self._rotate_defaultbasis line + d = wilson.util.smeftutil.arrays2wcxf_nonred(C_out) + d = wilson.wcxf.WC.dict2values(d) + wc = wilson.wcxf.WC("SMEFT", "Warsaw", scale_out, d) + return wc + + +# Monkey-patch the method +wilson.run.smeft.classes.SMEFT._to_wcxf = _to_wcxf_no_rotation +##################### END OF MONKEY PATCH # Suppress the ComplexWarning warnings.filterwarnings("ignore", category=ComplexWarning) @@ -114,7 +171,7 @@ class RGE: init_scale: float initial scale of the Wilson coefficients accuracy: str - accuracy of the RGE integration. Options: "leadinglog" or "integrate". + accuracy of the RGE integration. Options: "leadinglog" or "integrate". Default is 'integrate'. Inherited behaviour from wilson package. adm_QCD: bool if True, only the QCD anomalous dimension is used. Default is False. @@ -122,6 +179,7 @@ class RGE: Yukawa parameterization to be used. Options: "top", "none" or "full". Default is "top". """ + def __init__( self, wc_names, @@ -149,9 +207,9 @@ def __init__( if adm_QCD: wilson.run.smeft.smpar.p.update(**QCD_only) - _logger.info(f"Using anomalous dimension order: QCD.") + _logger.info("Using anomalous dimension order: QCD.") else: - _logger.info(f"Using anomalous dimension order: full.") + _logger.info("Using anomalous dimension order: full.") _logger.info( f"Initializing RGE runner with initial scale {init_scale} GeV and accuracy {accuracy}." @@ -248,10 +306,9 @@ def RGEbasis(self): return wc_basis def map_to_smefit(self, wc_final_vals, scale): - """ + """ Map the Wilson coefficients from the Warsaw basis to the SMEFiT basis. """ - # TODO: missing a check that flavour structure is the one expected wc_dict = {} for wc_basis, wc_inv_dict in inverse_wcxf_translate.items(): wc_warsaw_name = wc_inv_dict["wc"] @@ -302,7 +359,7 @@ def RGEevolve(self, wcs, scale): def load_scales(datasets, theory_path, default_scale=1e3): - """ + """ Load the energy scales for the datasets. Parameters @@ -313,7 +370,7 @@ def load_scales(datasets, theory_path, default_scale=1e3): path to the theory files default_scale: float default scale to use if the dataset does not have a scale - + Returns ------- scales: list @@ -333,7 +390,7 @@ def load_scales(datasets, theory_path, default_scale=1e3): ) # check that dataset_scales is not a list filled with None # otherwise, assume the initial scale - if not all([scale is None for scale in dataset_scales]): + if not all(scale is None for scale in dataset_scales): scales.extend(dataset_scales) else: scales.extend([default_scale] * len(dataset_scales)) @@ -357,7 +414,7 @@ def load_rge_matrix(rge_dict, coeff_list, datasets=None, theory_path=None): list of datasets theory_path: str path to the theory files - + Returns ------- rgemat: numpy.ndarray diff --git a/src/smefit/runner.py b/src/smefit/runner.py index ecb7ccaf..ed6b9c89 100644 --- a/src/smefit/runner.py +++ b/src/smefit/runner.py @@ -139,14 +139,13 @@ def ultranest(self, config): # add external modules to paths if "external_chi2" in config: external_chi2 = config["external_chi2"] - for class_name, module in external_chi2.items(): + for _, module in external_chi2.items(): module_path = module["path"] path = pathlib.Path(module_path) base_path, stem = path.parent, path.stem sys.path = [str(base_path)] + sys.path if run_parallel: - comm = MPI.COMM_WORLD rank = comm.Get_rank() if rank == 0: diff --git a/src/smefit/wcxf.py b/src/smefit/wcxf.py index 7be47a79..b2736f16 100644 --- a/src/smefit/wcxf.py +++ b/src/smefit/wcxf.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # Dictionary translating from the smefit basis to the Warsaw basis in the WCxf import numpy as np diff --git a/tests/fake_data/data_test4.yaml b/tests/fake_data/data_test4.yaml index fe542b08..5a16ed9b 100644 --- a/tests/fake_data/data_test4.yaml +++ b/tests/fake_data/data_test4.yaml @@ -21,4 +21,4 @@ sys_names: - SPECIAL sys_type: - ADD -- MULT \ No newline at end of file +- MULT diff --git a/tests/test_chi2_utils.py b/tests/test_chi2_utils.py index 4a41444a..f56f5bc7 100644 --- a/tests/test_chi2_utils.py +++ b/tests/test_chi2_utils.py @@ -13,7 +13,6 @@ class mock_FitManager: - # fake a posterior max_val = 10 min_val = -10 @@ -24,7 +23,7 @@ class mock_FitManager: fit.config["use_quad"] = False fit.load_datasets() - fit.results = post_df + fit.results = {"samples": post_df} class Test_FitManager(mock_FitManager): @@ -43,10 +42,10 @@ def test_predictions_rep(self): self.fit.config["use_quad"] = True self.fit.load_datasets() pr_tesr = np.zeros_like(self.fit.smeft_predictions) - for rep in range(self.fit.results.shape[0]): + for rep in range(self.fit.results["samples"].shape[0]): pr_tesr[rep] = make_predictions( self.fit.datasets, - self.fit.results.iloc[rep, :], + self.fit.results["samples"].iloc[rep, :], self.fit.config["use_quad"], False, ) @@ -54,7 +53,6 @@ def test_predictions_rep(self): class Test_Chi2tableCalculator(mock_FitManager): - chi2_cal = chi2_utils.Chi2tableCalculator(None) def test_chi2(self): @@ -76,11 +74,11 @@ def test_chi2_rep(self): _, chi2_rep = self.chi2_cal.compute( self.fit.datasets, self.fit.smeft_predictions ) - chi2_rep_test = np.zeros(self.fit.results.shape[0]) - for rep in range(self.fit.results.shape[0]): + chi2_rep_test = np.zeros(self.fit.results["samples"].shape[0]) + for rep in range(self.fit.results["samples"].shape[0]): chi2_rep_test[rep] = compute_chi2( self.fit.datasets, - self.fit.results.iloc[rep, :], + self.fit.results["samples"].iloc[rep, :], self.fit.config["use_quad"], False, ) diff --git a/tests/test_coefficients.py b/tests/test_coefficients.py index 64915fcc..4f75104d 100644 --- a/tests/test_coefficients.py +++ b/tests/test_coefficients.py @@ -58,7 +58,6 @@ class TestCoefficient: - name = "c_a" minimum = -1 maximum = 1 @@ -66,14 +65,12 @@ class TestCoefficient: constrain_test = {"c_b": np.array([-0.1, 1])} def test_init(self): - assert self.c_test.name == self.name assert self.c_test.minimum == self.minimum assert self.c_test.maximum == self.maximum assert self.c_test.value <= self.maximum and self.c_test.value >= self.minimum def test_build_additive_factor_dict(self): - np.testing.assert_equal( self.constrain_test, coefficients.Coefficient.build_additive_factor_dict( @@ -105,16 +102,13 @@ def test_repr(self): class TestCoefficientManager: - c_list = coefficients.CoefficientManager.from_dict(coeff_dict) def test_init(self): - assert self.c_list[0].name == "c_a" np.testing.assert_equal(self.c_list.minimum, [-2, -1, -2, -3, -4, -5, -5]) def test_free_parameters(self): - c_list_free = coefficients.CoefficientManager.from_dict(coeff_dict_free) np.testing.assert_equal(self.c_list.free_parameters.index, c_list_free.name) diff --git a/tests/test_compute_theory.py b/tests/test_compute_theory.py index 8a8571b8..656a3439 100644 --- a/tests/test_compute_theory.py +++ b/tests/test_compute_theory.py @@ -58,7 +58,6 @@ class TestPredictions: wilson_coeff = np.array([0.5, 0.6]) def test_make_predictions(self): - lin_corr = [ # data0 self.sm_theory[0] diff --git a/tests/test_fisher.py b/tests/test_fisher.py index 69285b4d..dded1795 100644 --- a/tests/test_fisher.py +++ b/tests/test_fisher.py @@ -125,7 +125,6 @@ def fisher_info(coeff1, coeff2): rtol=0.01, ) else: - # create a fake posterior post_df = pd.DataFrame(np.array([xs, ys]).T, columns=["Op1", "Op2"]) post_df["Op3"] = c13 * post_df.Op1 + c23 * post_df.Op2 diff --git a/tests/test_loader.py b/tests/test_loader.py index e3a63010..0e3c9149 100644 --- a/tests/test_loader.py +++ b/tests/test_loader.py @@ -120,7 +120,6 @@ def test_load_datasets(): np.testing.assert_equal(loaded_tuple.LinearCorrections, lin_corr) if use_quad: - # construct expected quad corr tables quad_corr_1 = np.asarray( [ diff --git a/tests/test_pca.py b/tests/test_pca.py index 5ef096d2..af973708 100644 --- a/tests/test_pca.py +++ b/tests/test_pca.py @@ -55,7 +55,6 @@ def test_make_sym_matrix(): - vals = np.array([[1, 2, 3, 4, 5, 6], [7, 8, 9, 10, 11, 12]]) mat = pca.make_sym_matrix(vals, 3) np.testing.assert_equal(mat[:, :, 0], mat[:, :, 0].T) @@ -71,7 +70,6 @@ def test_make_sym_matrix(): def test_impose_constrain(): - updated_lincorr, updated_quadcorr = pca.impose_constrain( dataset, coefficients, update_quad=True ) @@ -125,7 +123,6 @@ def test_pca_eig(): class TestRotateToPca: - fake_result_path = here / "fake_results" / "test_fit" fake_result_path.mkdir(exist_ok=True) rot_to_pca = pca.RotateToPca( diff --git a/tests/test_runner.py b/tests/test_runner.py index 0bf05a2a..46d99ace 100644 --- a/tests/test_runner.py +++ b/tests/test_runner.py @@ -8,7 +8,6 @@ class TestRunner: - test_runner = smefit.runner.Runner.from_file(runcard_folder / "fake_runcard.yaml") def test_init(self): diff --git a/theory/STXS_2020_public_final.json b/theory/STXS_2020_public_final.json index 0fa95a7e..dc05424a 100644 --- a/theory/STXS_2020_public_final.json +++ b/theory/STXS_2020_public_final.json @@ -16768,4 +16768,4 @@ 1.0 ] } -} \ No newline at end of file +}