Package: DoubleML Type: Package Title: Double Machine Learning in R Version: 1.0.1.9000 Authors@R: c( person("Philipp", "Bach", email = "philipp.bach@fu-berlin.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) 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: . License: MIT + file LICENSE URL: https://docs.doubleml.org/r/stable/, 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 Roxygen: list(markdown = TRUE, r6 = TRUE) 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' Config/roxygen2/version: 8.0.0 Config/pak/sysreqs: make Repository: https://doubleml.r-universe.dev Date/Publication: 2026-09-01 06:10:14 UTC RemoteUrl: https://github.com/doubleml/doubleml-for-r RemoteRef: HEAD RemoteSha: 2a4df4cf2d695b8e29a87c350395445f2e4615f2 NeedsCompilation: no Packaged: 2026-10-01 07:45:24 UTC; root Author: Philipp Bach [aut, cre], Victor Chernozhukov [aut], Malte S. Kurz [aut], Martin Spindler [aut], Klaassen Sven [aut] Maintainer: Philipp Bach