A collection of functions which (i) assess the quality of variable subsets as surrogates for a full data set, in either an exploratory data analysis or in the context of a multivariate linear model, and (ii) search for subsets which are optimal under various criteria. Theoretical support for the heuristic search methods and exploratory data analysis criteria is in Cadima, Cerdeira, Minhoto (2003, <doi:10.1016/j.csda.2003.11.001>). Theoretical support for the leap and bounds algorithm and the criteria for the general multivariate linear model is in Duarte Silva (2001, <doi:10.1006/jmva.2000.1920>). There is a package vignette "subselect", which includes additional references.
| Version: | 0.16.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | MASS, ISwR, corpcor |
| Published: | 2025-03-31 |
| DOI: | 10.32614/CRAN.package.subselect |
| Author: | Jorge Orestes Cerdeira [aut], Pedro Duarte Silva [aut, cre], Jorge Cadima [aut], Manuel Minhoto [aut] |
| Maintainer: | Pedro Duarte Silva <psilva at ucp.pt> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Materials: | ChangeLog |
| CRAN checks: | subselect results |
| Reference manual: | subselect.html , subselect.pdf |
| Vignettes: |
subselect (source, R code) |
| Package source: | subselect_0.16.0.tar.gz |
| Windows binaries: | r-devel: subselect_0.16.0.zip, r-release: subselect_0.16.0.zip, r-oldrel: subselect_0.16.0.zip |
| macOS binaries: | r-release (arm64): subselect_0.16.0.tgz, r-oldrel (arm64): subselect_0.16.0.tgz, r-release (x86_64): subselect_0.16.0.tgz, r-oldrel (x86_64): subselect_0.16.0.tgz |
| Old sources: | subselect archive |
Please use the canonical form https://CRAN.R-project.org/package=subselect to link to this page.
Need a high-speed mirror for your open-source project?
Contact our mirror admin team at info@clientvps.com.
This archive is provided as a free public service to the community.
Proudly supported by infrastructure from VPSPulse , RxServers , BuyNumber , UnitVPS , OffshoreName and secure payment technology by ArionPay.