ROSE (RObust Semiparametric Efficient) random forests for robust semiparametric efficient estimation in partially parametric models (containing generalised partially linear models). Details can be found in the paper by Young and Shah (2024) <doi:10.48550/arXiv.2410.03471>.
Version: 0.1.0 Depends: R (≥ 4.2.0) Imports: caret (≥ 6.0.93), glmnet (≥ 4.1.6), keras, mgcv, mlr (≥ 2.19.1), ParamHelpers, ranger (≥ 0.14.1), grf, rpart, stats, tuneRanger (≥ 0.5), xgboost Suggests: knitr, rmarkdown, testthat (≥ 3.0.0) Published: 2024-10-11 DOI: 10.32614/CRAN.package.roseRF Author: Elliot H. Young [aut, cre], Rajen D. Shah [aut] Maintainer: Elliot H. Young <ey244 at cam.ac.uk> License: GPL-3 NeedsCompilation: no Materials: README CRAN checks: roseRF results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=roseRF to link to this page.
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