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 |