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subselect  

Selecting Variable Subsets
View on CRAN: Click here


Download and install subselect package within the R console
Install from CRAN:
install.packages("subselect")

Install from Github:
library("remotes")
install_github("cran/subselect")

Install by package version:
library("remotes")
install_version("subselect", "0.15.5")



Attach the package and use:
library("subselect")
Maintained by
Jorge Cadima
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2002-03-12
Latest Update: 2023-07-10
Description:
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.
How to cite:
Jorge Cadima (2002). subselect: Selecting Variable Subsets. R package version 0.15.5, https://cran.r-project.org/web/packages/subselect
Previous versions and publish date:
0.1-1 (2002-03-12 17:58), 0.2-0 (2002-07-02 17:47), 0.3-0 (2002-10-08 17:38), 0.4-0 (2003-04-16 21:16), 0.4-1 (2004-02-06 09:42), 0.7.1 (2004-03-10 18:44), 0.7 (2004-03-05 17:43), 0.8 (2004-12-27 13:49), 0.9-0 (2005-04-04 21:57), 0.9-1 (2005-06-08 11:53), 0.9-9 (2006-05-31 09:06), 0.9-99 (2006-06-08 13:20), 0.9-999 (2006-11-09 11:15), 0.9-9991 (2007-01-26 13:22), 0.9-9992 (2007-02-16 18:30), 0.9-9993 (2009-01-05 13:46), 0.10-1 (2009-12-13 20:47), 0.11-1 (2011-07-27 17:56), 0.11-2 (2011-10-23 12:10), 0.11-3 (2011-12-22 17:31), 0.12-0 (2012-07-11 12:18), 0.12-1 (2012-07-13 19:41), 0.12-2 (2012-09-13 18:22), 0.12-3 (2013-07-09 14:57), 0.12-4 (2014-10-08 11:33), 0.12-5 (2015-04-13 12:59), 0.12-6 (2016-07-28 17:28), 0.13 (2017-07-27 17:00), 0.14 (2018-01-29 13:07), 0.15.2 (2020-03-14 16:30), 0.15.3 (2022-08-30 18:50), 0.15.4 (2023-01-07 15:30)
Other packages that cited subselect R package
View subselect citation profile
Other R packages that subselect depends, imports, suggests or enhances
Functions, R codes and Examples using the subselect R package
Some associated functions: anneal . ccr12 . eleaps . farm . gcd . genetic . glhHmat . glmHmat . improve . ldaHmat . lmHmat . rm . rv . subselect-internal . tau2 . trimmatrix . wald . xi2 . zeta2 . 
Some associated R codes: anneal.R . ccr12.R . createHmat.R . eleaps.R . gcd.R . genetic.R . improve.R . initialization.R . leaps.R . prepRetOtp.R . rm.R . rv.R . tau2.R . trimmatrix.R . validannimp.R . validation.R . validgenetic.R . validmat.R . validnovcrit.R . wald.R . xi2.R . zeta2.R .  Full subselect package functions and examples
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