Best subset glm using information criteria or cross-validation, carried by using 'leaps' algorithm (Furnival and Wilson, 1974) <doi:10.2307/1267601> or complete enumeration (Morgan and Tatar, 1972) <doi:10.1080/00401706.1972.10488918>. Implements PCR and PLS using AIC/BIC. Implements one-standard deviation rule for use with the 'caret' package.
| Version: | 0.37.3 |
| Depends: | R (≥ 3.1.0), leaps |
| Imports: | lattice, glmnet, grpreg, pls |
| Suggests: | MASS |
| Enhances: | caret |
| Published: | 2020-03-13 |
| DOI: | 10.32614/CRAN.package.bestglm |
| Author: | A.I. McLeod, Changjiang Xu and Yuanhao Lai |
| Maintainer: | Yuanhao Lai <ylai72 at uwo.ca> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Classification/ACM: | G.3, G.4, I.5.1 |
| Classification/MSC: | 62M10, 91B84 |
| Materials: | NEWS |
| CRAN checks: | bestglm results |
| Reference manual: | bestglm.pdf |
| Package source: | bestglm_0.37.3.tar.gz |
| Windows binaries: | r-devel: bestglm_0.37.3.zip, r-release: bestglm_0.37.3.zip, r-oldrel: bestglm_0.37.3.zip |
| macOS binaries: | r-release (arm64): bestglm_0.37.3.tgz, r-oldrel (arm64): bestglm_0.37.3.tgz, r-release (x86_64): bestglm_0.37.3.tgz, r-oldrel (x86_64): bestglm_0.37.3.tgz |
| Old sources: | bestglm archive |
| Reverse depends: | regclass |
| Reverse imports: | GGMnonreg, mplot |
| Reverse suggests: | genridge, NADA2, tidyfit |
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