subselect: Selecting Variable Subsets
Version 0.12-6

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.

AuthorJorge Orestes Cerdeira [aut], Pedro Duarte Silva [aut], Jorge Cadima [aut, cre], Manuel Minhoto [aut]
Date of publication2016-07-28 17:28:34
MaintainerJorge Cadima <jcadima@isa.utl.pt>
LicenseGPL (>= 2)
Version0.12-6
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("subselect")

Popular man pages

eleaps: A Leaps and Bounds Algorithm for finding the best variable...
farm: Sixty-two economic indicators from 99 Portuguese farms.
genetic: Genetic Algorithm searching for an optimal k-variable subset
glhHmat: Total and Effect Deviation Matrices for General Linear...
glmHmat: Input matrices for subselect search routines in generalized...
ldaHmat: Total and Between-Group Deviation Matrices in Linear...
subselect-internal: Internal subselect Objects
See all...

All man pages Function index File listing

Man pages

anneal: Simulated Annealing Search for an optimal k-variable subset
ccr12: First Squared Canonical Correlation for a multivariate linear...
eleaps: A Leaps and Bounds Algorithm for finding the best variable...
farm: Sixty-two economic indicators from 99 Portuguese farms.
gcd: Computes Yanai's GCD in the context of the variable-subset...
genetic: Genetic Algorithm searching for an optimal k-variable subset
glhHmat: Total and Effect Deviation Matrices for General Linear...
glmHmat: Input matrices for subselect search routines in generalized...
improve: Restricted Local Improvement search for an optimal k-variable...
ldaHmat: Total and Between-Group Deviation Matrices in Linear...
lmHmat: Total and Effect Deviation Matrices for Linear Regression and...
rm: Computes the RM coefficient for variable subset selection
rv: Computes the RV-coefficient applied to the variable subset...
subselect-internal: Internal subselect Objects
tau2: Computes the Tau squared coefficient for a multivariate...
trimmatrix: Given an ill-conditioned square matrix, deletes rows/columns...
wald: Wald statistic for variable selection in generalized linear...
xi2: Computes the Xi squared coefficient for a multivariate linear...
zeta2: Computes the Zeta squared coefficient for a multivariate...

Functions

anneal Man page Source code
ccr12.coef Man page Source code
eleaps Man page Source code
farm Man page
gcd.coef Man page Source code
genetic Man page Source code
glhHmat Man page Source code
glhHmat.data.frame Man page Source code
glhHmat.default Man page Source code
glhHmat.formula Man page Source code
glmHmat Man page Source code
glmHmat.glm Man page Source code
improve Man page Source code
initialization Man page Source code
ldaHmat Man page Source code
ldaHmat.data.frame Man page Source code
ldaHmat.default Man page Source code
ldaHmat.formula Man page Source code
leaps Man page Source code
lmHmat Man page Source code
lmHmat.data.frame Man page Source code
lmHmat.default Man page Source code
lmHmat.formula Man page Source code
lmHmat.lm Man page Source code
prepRetOtp Man page Source code
rm.coef Man page Source code
rv.coef Man page Source code
tau2.coef Man page Source code
trim.matrix Man page Source code
validannimp Man page Source code
validation Man page Source code
validgenetic Man page Source code
validmat Man page Source code
validnovcrit Man page Source code
wald.coef Man page Source code
xi2.coef Man page Source code
zeta2.coef Man page Source code

Files

inst
inst/CHANGELOG
inst/readme
inst/doc
inst/doc/subselect.Rnw
inst/doc/subselect.R
inst/doc/subselect.pdf
src
src/Gstatma.cpp
src/Makevars
src/SR_datatrnsf.cpp
src/improve.f
src/MStcrt.h
src/MStcrt.cpp
src/GCDcrt.cpp
src/RVcrt.h
src/genetic.f
src/GCDcrt.h
src/Subsets.cpp
src/ItIndices.h
src/ErrMReals.h
src/SR_intf.cpp
src/Sscma.h
src/SpecialArrays.h
src/auxiliar.f
src/SRI_sscma.cpp
src/Rnk3CCRcrt.cpp
src/anneal.f
src/Sscma.cpp
src/VSQforms.cpp
src/Qforms.h
src/wrap.c
src/SpecialArrays.cpp
src/CCRcrt.cpp
src/CCRcrt.h
src/SRI_sscma.h
src/RVcrt.cpp
src/RMcrt.h
src/RMcrt.cpp
src/Varsmbo.cpp
src/Rnk3CCRcrt.h
src/NewtonRp.h
src/NewtonRp.cpp
src/VSQforms.h
src/Vsmabo.h
src/Wrkf1.cpp
src/Qforms.cpp
src/Subsets.h
NAMESPACE
data
data/farm.rda
R
R/trimmatrix.R
R/genetic.R
R/rv.R
R/gcd.R
R/initialization.R
R/validnovcrit.R
R/tau2.R
R/leaps.R
R/xi2.R
R/validation.R
R/improve.R
R/zeta2.R
R/prepRetOtp.R
R/createHmat.R
R/validmat.R
R/validgenetic.R
R/eleaps.R
R/validannimp.R
R/wald.R
R/anneal.R
R/rm.R
R/ccr12.R
vignettes
vignettes/subselect.Rnw
vignettes/subbib.bib
MD5
build
build/vignette.rds
DESCRIPTION
man
man/zeta2.Rd
man/anneal.Rd
man/ccr12.Rd
man/xi2.Rd
man/ldaHmat.Rd
man/trimmatrix.Rd
man/glhHmat.Rd
man/subselect-internal.Rd
man/rm.Rd
man/lmHmat.Rd
man/improve.Rd
man/wald.Rd
man/tau2.Rd
man/glmHmat.Rd
man/genetic.Rd
man/farm.Rd
man/eleaps.Rd
man/rv.Rd
man/gcd.Rd
subselect documentation built on May 19, 2017, 3:46 p.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.