cwm: Cluster Weighted Models by EM algorithm

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

Author
Giorgio Spedicato, Simona C. Minotti
Date of publication
2014-01-09 07:26:17
Maintainer
Giorgio Spedicato <spedicato_giorgio@yahoo.it>
License
GPL (>= 2)
Version
0.0.3

View on CRAN

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.

Files in this package

cwm
cwm/inst
cwm/inst/doc
cwm/inst/doc/the_cwm_package.R
cwm/inst/doc/presentazioneCladagMinottiSpedicato.pdf
cwm/inst/doc/the_cwm_package.Rnw
cwm/inst/doc/the_cwm_package.pdf
cwm/inst/doc/presentazioneCladagMinottiSpedicato.Rnw
cwm/NAMESPACE
cwm/data
cwm/data/betaplasma.rda
cwm/R
cwm/R/internals.R
cwm/R/methods.R
cwm/R/main.R
cwm/vignettes
cwm/vignettes/A3.pdf
cwm/vignettes/presentazioneCladagMinottiSpedicato.tex
cwm/vignettes/the_cwm_package.Rnw
cwm/vignettes/LogoCladagG3.bmp
cwm/vignettes/A3.eps
cwm/vignettes/LogoCladagG3.pdf
cwm/vignettes/presentazioneCladagMinottiSpedicato.Rnw
cwm/MD5
cwm/build
cwm/build/vignette.rds
cwm/DESCRIPTION
cwm/man
cwm/man/stepCwr.Rd
cwm/man/bestPermutation.Rd
cwm/man/logLik.cwrObj.Rd
cwm/man/cwrEm.Rd
cwm/man/betaplasma.Rd
cwm/man/predict.cwrObj.Rd
cwm/man/print.cwrObj.Rd
cwm/man/plot.cwrObj.Rd
cwm/man/cwmEm-package.Rd
cwm/man/summary.cwrObj.Rd