Best subset glm using information criteria or cross-validation. Implements PCR and PLS using AIC/BIC. Implements one-standard deviation rule for use with the 'caret' package.
| Version: | 0.37 |
| Depends: | R (≥ 2.0.0), leaps |
| Imports: | lattice, glmnet, grpreg, pls |
| Suggests: | MASS |
| Enhances: | caret |
| Published: | 2018-05-27 |
| Author: | A.I. McLeod and Changjiang Xu |
| Maintainer: | A.I. McLeod <aimcleod at uwo.ca> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | http://www.stats.uwo.ca/faculty/aim |
| 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.tar.gz |
| Windows binaries: | r-devel: bestglm_0.37.zip, r-release: bestglm_0.37.zip, r-oldrel: bestglm_0.37.zip |
| OS X binaries: | r-release: bestglm_0.37.tgz, r-oldrel: bestglm_0.37.tgz |
| Old sources: | bestglm archive |
| Reverse depends: | FitAR, MAR1, regclass |
| Reverse imports: | mplot |
| Reverse suggests: | genridge |
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