Implements post double selection using double machine learning, see Chernozhukov, Chetverikov, Demirer, Duflo, Hansen, Newey, Robins (2017) <doi:10.1111/ectj.12097>, for various models, using several back ends. Allows the user flexibility in specifying their own methods for estimation.
| Version: | 1.4.12 |
| Imports: | glmnet, grf, neuralnet, progress, ggplot2, stats, parallel, doParallel |
| Suggests: | testthat (≥ 2.1.0), knitr, rmarkdown |
| Published: | 2019-10-07 |
| Author: | Juraj Szitás [aut, cre] |
| Maintainer: | Juraj Szitás <szitas.juraj13 at gmail.com> |
| BugReports: | https://github.com/JSzitas/postDoubleR/issues |
| License: | GPL-3 |
| URL: | https://github.com/JSzitas/postDoubleR |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | postDoubleR results |
| Reference manual: | postDoubleR.pdf |
| Package source: | postDoubleR_1.4.12.tar.gz |
| Windows binaries: | r-devel: postDoubleR_1.4.12.zip, r-release: postDoubleR_1.4.12.zip, r-oldrel: postDoubleR_1.4.12.zip |
| macOS binaries: | r-release: postDoubleR_1.4.12.tgz, r-oldrel: postDoubleR_1.4.12.tgz |
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