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DESCRIPTION
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Package: freelunch
Type: Package
Title: Helper Functions to Fit and Test Identification in Simulations
Version: 0.1.0
Author: Ernesto Carrella
Maintainer: Ernesto Carrella <[email protected]>
Description: A companion to the paper "No free lunch when estimating simulation parameters".
What I think the field of Agent Based Models needs is just a straightforward way to estimate models
that stresses (i) confidence intervals (ii) tests for identification.
The field is dominated by search-based methods which are opaque and hard to test so
here i just collect a bunch of reference table methods and approximate bayesian computation
methods and provide them a common facade so that they are easy to call.
License: GPL
Depends:
tidyverse (>= 1.3.0)
Imports:
abc (>= 2.1),
abctools (>= 1.1.3),
R.utils (>= 2.10.1),
quantregForest (>= 1.3),
caret (>= 6.0),
knitrProgressBar (>= 1.1.0),
ranger (>= 0.12.1),
e1071 (>= 1.7),
rsample (>= 0.0.8),
scales,
mgcv,
patchwork
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
Encoding: UTF-8
LazyData: false
RoxygenNote: 7.1.1