Learn R Programming

⚠️There's a newer version (0.5-2) of this package.Take me there.

lmSubsets (version 0.4)

Exact Variable-Subset Selection in Linear Regression

Description

Exact and approximation algorithms for variable-subset selection in ordinary linear regression models. Either compute all submodels with the lowest residual sum of squares, or determine the single-best submodel according to a pre-determined statistical criterion. Hofmann, Gatu, Kontoghiorghes, Colubi, Zeileis (2018, submitted).

Copy Link

Version

Install

install.packages('lmSubsets')

Monthly Downloads

233

Version

0.4

License

GPL (>= 3)

Issues

Pull Requests

Stars

Forks

Maintainer

Marc Hofmann

Last Published

March 7th, 2019

Functions in lmSubsets (0.4)

refit

Refitting Models
image

Variable Selection Heatmaps
lmSelect

Best-Subset Regression
AirPollution

Air Pollution and Mortality
IbkTemperature

Temperature Observations and Numerical Weather Predictions for Innsbruck
lmSubsets

All-Subsets Regression
methods

Methods for 'lmSubsets' and 'lmSelect' Objects