Other packages > Find by keyword >

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", "0.16.0")



Attach the package and use:
library("subselect")
Maintained by
Jorge Cadima
[Scholar Profile | Author Map]
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 0.16.0, https://cran.r-project.org/web/packages/subselect. Accessed 30 Apr. 2025.
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), 0.15.5 (2023-07-11 00:30)
Other packages that cited subselect R package
View subselect citation profile
Other R packages that subselect depends, imports, suggests or enhances
Complete documentation for subselect
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
Downloads during the last 30 days
03/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/29Downloads for subselect20406080100120140160TrendBars

Today's Hot Picks in Authors and Packages

micEconAids  
Demand Analysis with the Almost Ideal Demand System (AIDS)
Functions and tools for analysing consumer demand with the Almost Ideal Demand System (AIDS) sugg ...
Download / Learn more Package Citations See dependency  
eyetrackingR  
Eye-Tracking Data Analysis
Addresses tasks along the pipeline from raw data to analysis and visualization for eye-tracking dat ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
GRAPE  
Gene-Ranking Analysis of Pathway Expression
Gene-Ranking Analysis of Pathway Expression (GRAPE) is a tool for summarizing the consensus behavio ...
Download / Learn more Package Citations See dependency  
schrute  
The Entire Transcript from the Office in Tidy Format
The complete scripts from the American version of the Office television show in tibble format. Use ...
Download / Learn more Package Citations See dependency  
crimeutils  
A Comprehensive Set of Functions to Clean, Analyze, and Present Crime Data
A collection of functions that make it easier to understand crime (or other) data, and assist other ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA