Package: DoubleML
Type: Package
Title: Double Machine Learning in R
Version: 1.0.2
Authors@R: c(
    person("Philipp", "Bach", email = "philipp.bach@uni-hamburg.de", role=c("aut", "cre")),
    person("Victor", "Chernozhukov", role="aut"),
    person("Malte S.", "Kurz", email = "mkurz-software@gmx.de", role="aut"),
    person("Martin", "Spindler", email="martin.spindler@gmx.de", role="aut"),
    person("Klaassen", "Sven", email="sven.klaassen@uni-hamburg.de", role="aut"))
Description: Implementation of the double/debiased machine learning framework of
    Chernozhukov et al. (2018) <doi:10.1111/ectj.12097> for partially linear
    regression models, partially linear instrumental variable regression models,
    interactive regression models and interactive instrumental variable
    regression models. 'DoubleML' allows estimation of the nuisance parts in
    these models by machine learning methods and computation of the Neyman
    orthogonal score functions. 'DoubleML' is built on top of 'mlr3' and the
    'mlr3' ecosystem. The object-oriented implementation of 'DoubleML' based on
    the 'R6' package is very flexible. More information available in the
    publication in the Journal of Statistical Software: <doi:10.18637/jss.v108.i03>.
License: MIT + file LICENSE
URL: https://docs.doubleml.org/stable/index.html,
        https://github.com/DoubleML/doubleml-for-r/
BugReports: https://github.com/DoubleML/doubleml-for-r/issues
Encoding: UTF-8
Depends: R (>= 3.5.0)
Imports: R6 (>= 2.4.1), data.table (>= 1.12.8), stats, checkmate, mlr3
        (>= 0.5.0), mlr3tuning (>= 0.3.0), mvtnorm, utils,
        clusterGeneration, readstata13, mlr3learners (>= 0.3.0),
        mlr3misc
RoxygenNote: 7.3.2
Suggests: knitr, rmarkdown, testthat, covr, patrick (>= 0.1.0), paradox
        (>= 0.4.0), dplyr, glmnet, lgr, ranger, sandwich, AER, rpart,
        bbotk, mlr3pipelines
VignetteBuilder: knitr
Collate: 'double_ml.R' 'double_ml_data.R' 'double_ml_ssm.R'
        'double_ml_iivm.R' 'double_ml_irm.R' 'double_ml_pliv.R'
        'double_ml_plr.R' 'helper.R' 'datasets.R' 'zzz.R'
NeedsCompilation: no
Packaged: 2025-04-10 19:18:37 UTC; runner
Author: Philipp Bach [aut, cre],
  Victor Chernozhukov [aut],
  Malte S. Kurz [aut],
  Martin Spindler [aut],
  Klaassen Sven [aut]
Maintainer: Philipp Bach <philipp.bach@uni-hamburg.de>
Repository: CRAN
Date/Publication: 2025-04-11 10:20:07 UTC
Built: R 4.6.0; ; 2026-04-28 16:47:35 UTC; unix
