bestglm: Best Subset GLM and Regression Utilities
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 |
| 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 |
Downloads:
Reverse dependencies:
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