CRAN/E | bestglm

bestglm

Best Subset GLM and Regression Utilities

Installation

About

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.

Key Metrics

Version 0.37.3
R ≥ 3.1.0
Published 2020-03-13 1499 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks bestglm results

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Maintainer

Maintainer

Yuanhao Lai

ylai72@uwo.ca

Authors

A.I. McLeod
Changjiang Xu
Yuanhao Lai

Material

NEWS
Reference manual
Package source

Classification ACM

G.3
G.4
I.5.1

Classification MSC

62M10
91B84

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

bestglm archive

Depends

R ≥ 3.1.0
leaps

Imports

lattice
glmnet
grpreg
pls

Suggests

MASS

Enhances

caret

Reverse Depends

regclass

Reverse Imports

GGMnonreg
mplot

Reverse Suggests

genridge