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DESCRIPTION
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DESCRIPTION
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Package: causalToolbox
Type: Package
Title: Toolbox for Causal Inference with emphasize on Heterogeneous Treatment Effect Estimator
Version: 0.0.2.000
Author: Sören Künzel, Allen Tang, Ling Xie, Theo Saarinen, Peter Bickel, Bin Yu, Jasjeet Sekhon
Maintainer: Sören Künzel <[email protected]>, Allen Tang <[email protected]>
Description: Estimate heterogeneous treatment effects in experimental and
observational studies.
License: GPL (>=3) | file LICENSE
Encoding: UTF-8
LazyData: true
Depends: R (>= 2.10)
Imports:
foreach,
doParallel,
parallel,
plyr,
MASS (>= 7.3.0),
rBayesianOptimization,
dbarts (>= 0.8.7),
BayesTree (>= 0.3.1.4),
Rcpp (>= 0.12.9),
methods,
stats,
forestry,
ranger,
Matching,
quickmatch,
distances,
BART
Remotes: soerenkuenzel/forestry
RoxygenNote: 6.1.1
Suggests:
testthat,
knitr,
rmarkdown
VignetteBuilder: knitr
Collate:
'CATE_estimators.R'
'ExmpleSetups_causaleffects.R'
'MRF.R'
'SRF.R'
'SBART.R'
'XRF.R'
'XBART.R'
'TRF.R'
'TBART.R'
'helper_functions.R'
'MBART.R'