cwm: Cluster Weighted Models by EM algorithm
Version 0.0.3

This package estimates gaussian cluster weighted linear regressions by EM algorithm.

AuthorGiorgio Spedicato, Simona C. Minotti
Date of publication2014-01-09 07:26:17
MaintainerGiorgio Spedicato <spedicato_giorgio@yahoo.it>
LicenseGPL (>= 2)
Version0.0.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("cwm")

Popular man pages

bestPermutation: Function to obtain the best permutation for a classification...
betaplasma: Betaplasma dataset
cwmEm-package: The package performs cluster weighed modelling assuming...
logLik.cwrObj: Generic log - likelihood method for cwrObjects
predict.cwrObj: S3 predict method for cwrObj
print.cwrObj: S3 print method for CWR objects
stepCwr: Function to estimate CWR models via multiple EM algorithm...
See all...

All man pages Function index File listing

Man pages

bestPermutation: Function to obtain the best permutation for a classification...
betaplasma: Betaplasma dataset
cwmEm-package: The package performs cluster weighed modelling assuming...
cwrEm: Function to estimate Cluster Weighted Regression (CWR) models
logLik.cwrObj: Generic log - likelihood method for cwrObjects
plot.cwrObj: S3 generic method for CWR objects
predict.cwrObj: S3 predict method for cwrObj
print.cwrObj: S3 print method for CWR objects
stepCwr: Function to estimate CWR models via multiple EM algorithm...
summary.cwrObj: Generic summary S3 method for CWR object.

Functions

bestPermutation Man page Source code
betaplasma Man page
clgMstep Source code
clg_prob Source code
collapse_mog Source code
cwm Man page
cwm-package Man page
cwrEm Man page Source code
cwr_predict Source code
cwr_prob Source code
em_converged Source code
gaussian_prob Source code
logLik.cwrObj Man page Source code
maxIndex Source code
mixGaussMstep Source code
mixgauss_init Source code
mixgauss_prob Source code
plot.cwrObj Man page Source code
predict.cwrObj Man page Source code
print.cwrObj Man page Source code
sposdef Source code
spossemdef Source code
sqdist Source code
stepCwr Man page Source code
summary.cwrObj Man page Source code
swapperCwr Source code
traceMatr Source code

Files

inst
inst/doc
inst/doc/the_cwm_package.R
inst/doc/presentazioneCladagMinottiSpedicato.pdf
inst/doc/the_cwm_package.Rnw
inst/doc/the_cwm_package.pdf
inst/doc/presentazioneCladagMinottiSpedicato.Rnw
NAMESPACE
data
data/betaplasma.rda
R
R/internals.R
R/methods.R
R/main.R
vignettes
vignettes/A3.pdf
vignettes/presentazioneCladagMinottiSpedicato.tex
vignettes/the_cwm_package.Rnw
vignettes/LogoCladagG3.bmp
vignettes/A3.eps
vignettes/LogoCladagG3.pdf
vignettes/presentazioneCladagMinottiSpedicato.Rnw
MD5
build
build/vignette.rds
DESCRIPTION
man
man/stepCwr.Rd
man/bestPermutation.Rd
man/logLik.cwrObj.Rd
man/cwrEm.Rd
man/betaplasma.Rd
man/predict.cwrObj.Rd
man/print.cwrObj.Rd
man/plot.cwrObj.Rd
man/cwmEm-package.Rd
man/summary.cwrObj.Rd
cwm documentation built on May 19, 2017, 9:59 a.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.