Description
Generic Machine Learning Inference on heterogeneous treatment effects in randomized experiments as proposed in Chernozhukov, Demirer, Duflo and Fernández-Val (2020) <arXiv:1712.04802>. This package's workhorse is the 'mlr3' framework of Lang et al. (2019) <doi:10.21105/joss.01903>, which enables the specification of a wide variety of machine learners. The main functionality, GenericML(), runs Algorithm 1 in Chernozhukov, Demirer, Duflo and Fernández-Val (2020) <arXiv:1712.04802> for a suite of user-specified machine learners. All steps in the algorithm are customizable via setup functions. Methods for printing and plotting are available for objects returned by GenericML(). Parallel computing is supported.
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| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Max Welz <welz@ese.eur.nl>’ Package CITATION file contains call(s) to old-style citEntry(). Please use bibentry() instead. The Description field contains and Fernández-Val (2020) <arXiv:1712.04802>. This package's workhorse <arXiv:1712.04802> for a suite of user-specified machine learners. All Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Max Welz <welz@ese.eur.nl>’ Package CITATION file contains call(s) to old-style citEntry(). Please use bibentry() instead. The Description field contains and Fernández-Val (2020) <arXiv:1712.04802>. This package's workhorse <arXiv:1712.04802> for a suite of user-specified machine learners. All Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Max Welz <welz@ese.eur.nl>’ Package CITATION file contains call(s) to old-style citEntry(). Please use bibentry() instead. The Description field contains and Fernández-Val (2020) <arXiv:1712.04802>. This package's workhorse <arXiv:1712.04802> for a suite of user-specified machine learners. All Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Max Welz <welz@ese.eur.nl>’ Package CITATION file contains call(s) to old-style citEntry(). Please use bibentry() instead. The Description field contains and Fernández-Val (2020) <arXiv:1712.04802>. This package's workhorse <arXiv:1712.04802> for a suite of user-specified machine learners. All Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.