abe: Augmented Backward Elimination (original) (raw)
Performs augmented backward elimination and checks the stability of the obtained model. Augmented backward elimination combines significance or information based criteria with the change in estimate to either select the optimal model for prediction purposes or to serve as a tool to obtain a practically sound, highly interpretable model. More details can be found in Dunkler et al. (2014) <doi:10.1371/journal.pone.0113677>.
| Version: | 5.1.2 |
|---|---|
| Depends: | R (≥ 4.1.0) |
| Imports: | ggplot2 (≥ 3.4.0), reshape2 (≥ 1.4.0), tidytext (≥ 0.4.0), survival (≥ 3.4-0), foreach (≥ 1.5.0), lifecycle (≥ 1.0.0) |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2025-04-03 |
| DOI: | 10.32614/CRAN.package.abe |
| Author: | Rok Blagus [aut, cre], Sladana Babic [ctb], Daniela Dunkler [ctb], Georg Heinze [ctb], Gregor Steiner [ctb] |
| Maintainer: | Rok Blagus <rok.blagus at mf.uni-lj.si> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | abe results |
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