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bestglm (version 0.13)

Best Subset GLM

Description

Best subset glm using AIC, BIC, EBIC, BICq or Cross-Validation. For the normal case, the 'leaps' is used. Otherwise, a slower exhaustive search. The 'xtable' package is needed for vignette 'SimExperimentBICq.Rnw' accompanying this package.

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Version

Install

install.packages('bestglm')

Monthly Downloads

2,083

Version

0.13

License

GPL (>= 2)

Maintainer

A.I. McLeod

Last Published

September 10th, 2009

Functions in bestglm (0.13)

CVDH

Adjusted K-fold Cross-Validation

Fires

Forest fires in Montesinho natural park. Standardized inputs.

bestglm

Best Subset GLM using Information Criterion or Cross-Validation

manpower

Hospital manpower data

summary.bestglm

summary of `bestglm` object

Detroit

Detroit homicide data for 1961-73 used in the book Subset Regression by A.J. Miller

AirQuality

Daily ozone pollution with meteorlogical and date inputs

asbinary

Binary representation of non-negative integer

print.bestglm

Print method for `bestglm` object

znuclear

Nuclear plant data. Quantitative inputs logged and standardized.

SAheart

South African Hearth Disease Data

zprostate

Prostate cancer data. Standardized.

oneSdRule

Utility function. Implements the 1-sd rule.

MontesinhoFires

Forest fires in Montesinho natural park

LOOCV

Leave-one-out cross-validation

CVHTF

K-fold Cross-Validation

Shao

Simulated Regression Data

CVd

Cross-validation using delete-d method.

bestglm-package

bestglm: Best Subset GLM