Best Subset GLM and Regression Utilities

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.


News

CHANGES IN 'bestglm' VERSION 0.30 (2010-08-28) o NAMESPACE o documentation revisions CHANGES IN 'bestglm' VERSION 0.31 (2010-12-01) o NAMESPACE CHANGES IN 'bestglm' VERSION 0.32 (2010-12-01) o minor package warnings fixed as requested CHANGES IN 'bestglm' VERSION 0.33 (2010-12-01) o added dontrun{...} in examples in bestglm.Rd CHANGES IN 'bestglm' VERSION 0.35 (2017-02-04) o added datasets: mcdonald, hivif, rubber o added functions: dgrid, vifx CHANGES IN 'bestglm' VERSION 0.36 (2017-02-23) o added datasets: Iowa o added functions: glmnetPredict, grpregPredict, sphereX, NNPredict, glmnetGridTable o replaced to.binary function CHANGES IN 'bestglm' VERSION 0.37 (2018-05-27) o added function: pcreg with plot, print and predict methods o added function: plot1SDRule to enable with caret::train() o revised oneSDRule to work with caret::train() o moved vignettes PDF's to inst directroy o replaced cat() with message() - thanks Bob O'Hara, Institutt for matematiske fag

Reference manual

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install.packages("bestglm")

0.37 by A.I. McLeod, 8 months ago


http://www.stats.uwo.ca/faculty/aim


Browse source code at https://github.com/cran/bestglm


Authors: A.I. McLeod and Changjiang Xu


Documentation:   PDF Manual  


GPL (>= 2) license


Imports lattice, glmnet, grpreg, pls

Depends on leaps

Suggests MASS

Enhances caret


Imported by mplot.

Depended on by FitAR, MAR1, regclass.

Suggested by genridge.


See at CRAN