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NP Packages

Nonparametric and Semiparametric Methods

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  1. nprobust nprobust Public

    Estimation and inference using kernel density and local polynomial regression methods.

    Stata 2 3

  2. lpdensity lpdensity Public

    Estimation and inference using local polynomial distribution/density regression methods.

    R 5 3

  3. binsreg binsreg Public

    Partition selection, point estimation, pointwise and uniform inference, and graphical procedures using binscatter methods.

    Stata 39 17

  4. nppackages.github.io nppackages.github.io Public

    Software packages for nonparametric and semiparametric smoothing methods with application to causal inference, treatment effect and program evaluation estimation and inference.

    CSS 3

  5. scpi scpi Public

    Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.

    R 30 10

Repositories

Showing 8 of 8 repositories
  • nppackages.github.io Public

    Software packages for nonparametric and semiparametric smoothing methods with application to causal inference, treatment effect and program evaluation estimation and inference.

    nppackages/nppackages.github.io’s past year of commit activity
    CSS 3 0 0 0 Updated Nov 20, 2024
  • scpi Public

    Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.

    nppackages/scpi’s past year of commit activity
    R 30 10 0 0 Updated Nov 19, 2024
  • lpcde Public

    R implementation of bandwidth selection, point estimation and inference procedures for local polynomial conditional distribution and density methods.

    nppackages/lpcde’s past year of commit activity
    R 4 GPL-3.0 0 0 0 Updated Nov 16, 2024
  • portsort Public
    nppackages/portsort’s past year of commit activity
    1 0 0 0 Updated Oct 24, 2024
  • nprobust Public

    Estimation and inference using kernel density and local polynomial regression methods.

    nppackages/nprobust’s past year of commit activity
    Stata 2 3 1 0 Updated Oct 24, 2024
  • lspartition Public

    Estimation and inference using partitioning-based least squares methods, including B-splines, wavelet and piecewise polynomial regression estimators.

    nppackages/lspartition’s past year of commit activity
    R 1 1 0 0 Updated Oct 24, 2024
  • lpdensity Public

    Estimation and inference using local polynomial distribution/density regression methods.

    nppackages/lpdensity’s past year of commit activity
    R 5 3 0 0 Updated Oct 24, 2024
  • binsreg Public

    Partition selection, point estimation, pointwise and uniform inference, and graphical procedures using binscatter methods.

    nppackages/binsreg’s past year of commit activity
    Stata 39 17 0 1 Updated Oct 24, 2024

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