tramicp: Model-Based Causal Feature Selection for General Response Types
Extends invariant causal prediction (Peters et al., 2016, <doi:10.1111/rssb.12167>) to generalized linear and transformation models (Hothorn et al., 2018, <doi:10.1111/sjos.12291>). The methodology is described in Kook et al. (2023, <doi:10.1080/01621459.2024.2395588>).
| Version: | 0.1-0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | tram,mlt,coin,multcomp,survival,variables,basefun,MASS,cotram,dHSIC,ranger,sandwich |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2025-01-31 |
| DOI: | 10.32614/CRAN.package.tramicp |
| Author: | Lucas Kook [aut, cre], Sorawit Saengkyongam [ctb], Anton Rask Lundborg [ctb], Torsten Hothorn [ctb], Jonas Peters [ctb] |
| Maintainer: | Lucas Kook <lucasheinrich.kook at gmail.com> |
| BugReports: | https://github.com/LucasKook/tramicp/issues |
| License: | GPL-3 |
| URL: | https://github.com/LucasKook/tramicp |
| NeedsCompilation: | no |
| CRAN checks: | tramicp results |
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