lmSubsets-package {lmSubsets} | R Documentation |
Package lmSubsets
Description
Variable-subset selection in ordinary linear regression.
Author(s)
Marc Hofmann (marc.hofmann@gmail.com)
Cristian Gatu (cgatu@info.uaic.ro)
Erricos J. Kontoghiorghes (erricos@dcs.bbk.ac.uk)
Ana Colubi (ana.colubi@gmail.com)
Achim Zeileis (Achim.Zeileis@R-project.org)
References
Hofmann M, Gatu C, Kontoghiorghes EJ, Colubi A, Zeileis A (2020). lmSubsets: Exact variable-subset selection in linear regression for R. Journal of Statistical Software, 93, 1–21. doi: 10.18637/jss.v093.i03.
Hofmann M, Gatu C, Kontoghiorghes EJ (2007). Efficient algorithms for computing the best subset regression models for large-scale problems. Computational Statistics \& Data Analysis, 52, 16–29. doi: 10.1016/j.csda.2007.03.017.
Gatu C, Kontoghiorghes EJ (2006). Branch-and-bound algorithms for computing the best subset regression models. Journal of Computational and Graphical Statistics, 15, 139–156. doi: 10.1198/106186006x100290.
See Also
Home page: https://github.com/marc-hofmann/lmSubsets.R