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Performs estimation, diagnostics, and visualization of conditional marginal effects and group average treatment effects of a treatment on an outcome across different values of a moderator. Optionally integrates with the 'mlr3extralearners' package for additional machine learning backends compatible with the double machine learning estimators. 'mlr3extralearners' is not on CRAN but can be obtained from <https://github.com/mlr-org/mlr3extralearners>.
| Version: | 1.4.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | ggplot2 (≥ 2.1.0), sandwich (≥ 2.3-4), Lmoments (≥ 1.2-3), doFuture, doRNG, foreach (≥ 1.4.3), mgcv (≥ 1.8-16), lfe (≥ 2.6-2291), gridExtra, grid, ggplotify, fixest, RColorBrewer, pcse, gtable, MASS, mvtnorm, pROC, ModelMetrics, lmtest, AER, future, splines, glmnet, grf, DoubleML, mlr3, mlr3learners, data.table, paradox, parallelly, cli, progressr |
| Suggests: | mlr3tuning, nnet, mlr3extralearners, lightgbm, xgboost, ranger, testthat (≥ 3.0.0) |
| Published: | 2026-04-10 |
| DOI: | 10.32614/CRAN.package.interflex |
| Author: | Yiqing Xu [aut, cre], Jens Hainmueller [aut], Jonathan Mummolo [aut], Tianzhu Qin [aut], Jiehan Liu [aut], Ziyi Liu [aut] |
| Maintainer: | Yiqing Xu <yiqingxu at stanford.edu> |
| BugReports: | https://github.com/xuyiqing/interflex/issues |
| License: | MIT + file LICENSE |
| URL: | https://yiqingxu.org/packages/interflex/, https://github.com/xuyiqing/interflex |
| NeedsCompilation: | no |
| Additional_repositories: | https://mlr-org.r-universe.dev |
| Materials: | NEWS |
| In views: | CausalInference |
| CRAN checks: | interflex results |
| Reference manual: | interflex.html , interflex.pdf |
| Package source: | interflex_1.4.0.tar.gz |
| Windows binaries: | r-devel: interflex_1.4.0.zip, r-release: interflex_1.4.0.zip, r-oldrel: interflex_1.4.0.zip |
| macOS binaries: | r-release (arm64): interflex_1.2.8.tgz, r-oldrel (arm64): interflex_1.2.8.tgz, r-release (x86_64): interflex_1.4.0.tgz, r-oldrel (x86_64): interflex_1.4.0.tgz |
| Old sources: | interflex archive |
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These binaries (installable software) and packages are in development.
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