FWDselect: Selecting Variables in Regression Models

A simple method to select the best model or best subset of variables using different types of data (binary, Gaussian or Poisson) and applying it in different contexts (parametric or non-parametric).

Author
Marta Sestelo [aut, cre], Nora M. Villanueva [aut], Javier Roca-Pardinas [aut]
Date of publication
2015-12-19 09:34:15
Maintainer
Marta Sestelo <sestelo@uvigo.es>
License
MIT + file LICENSE
Version
2.1.0
URLs

View on CRAN

Man pages

diabetes
Diabetes data.
episode
Episode of SO2. Pollution incident data.
FWDselect
'FWDselect': Selecting Variables in Regression Models.
plot.qselection
Visualization of 'qselection' object
pollution
Emission of SO2. Pollution incident data.
print.qselection
Short 'qselection' summary
print.selection
Short 'selection' summary
qselection
Selecting variables for several subset sizes
selection
Selecting a subset of 'q' variables
test
Bootstrap based test for covariate selection

Files in this package

FWDselect
FWDselect/NAMESPACE
FWDselect/NEWS
FWDselect/data
FWDselect/data/diabetes.RData
FWDselect/data/episode.RData
FWDselect/data/pollution.RData
FWDselect/R
FWDselect/R/plot.qselection.R
FWDselect/R/qselection.R
FWDselect/R/selection.R
FWDselect/R/diabetes.R
FWDselect/R/print.selection.R
FWDselect/R/test.R
FWDselect/R/print.qselection.R
FWDselect/R/episode.R
FWDselect/R/FWDselect.R
FWDselect/R/pollution.R
FWDselect/MD5
FWDselect/DESCRIPTION
FWDselect/man
FWDselect/man/episode.Rd
FWDselect/man/test.Rd
FWDselect/man/print.selection.Rd
FWDselect/man/selection.Rd
FWDselect/man/qselection.Rd
FWDselect/man/plot.qselection.Rd
FWDselect/man/diabetes.Rd
FWDselect/man/print.qselection.Rd
FWDselect/man/FWDselect.Rd
FWDselect/man/pollution.Rd
FWDselect/LICENSE