flexCWM: Flexible Cluster-Weighted Modeling
Version 1.7

Allows for maximum likelihood fitting of cluster-weighted models, a class of mixtures of regression models with random covariates.

Browse man pages Browse package API and functions Browse package files

AuthorMazza A., Punzo A., Ingrassia S.
Date of publication2017-02-16 10:51:15
MaintainerAngelo Mazza <a.mazza@unict.it>
LicenseGPL-2
Version1.7
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("flexCWM")

Man pages

cwm: Fit for the CWM
ExCWM: dataset ExCWM
extractors: Extractors for 'cwm' class objects.
flexCWM-package: flexCWM - Flexible Cluster Weighted Modeling
plot: Plot for CWMs
students: dataset students

Functions

BinomialX Source code
ExCWM Man page
ICnames Source code
ModelNames Source code
PX_Poisson Source code
PX_bin Source code
PX_multi Source code
PX_norm Source code
PoissonX Source code
as.df Source code
cwm Man page Source code
cwm2 Source code
denst Source code
dgam Source code
dig Source code
familyY Source code
familyY.Gamma Source code
familyY.binomial Source code
familyY.gaussian Source code
familyY.inverse.gaussian Source code
familyY.poisson Source code
familyY.student.t Source code
finddf Source code
fixSigma Source code
flexCWM-package Man page
getBestModel Man page Source code
getCluster Man page Source code
getFamily Source code
getIC Man page Source code
getPar Man page Source code
getParConcomitant Man page Source code
getParGLM Man page Source code
getParPrior Man page Source code
getParXbin Man page Source code
getParXmult Man page Source code
getParXnorm Man page Source code
getParXpois Man page Source code
getPosterior Man page Source code
getSize Man page Source code Source code
mycat Source code
mygrep Source code
ncovpar Source code
plot.cwm Man page Source code
plotConc Source code
plotConcBar Source code
plotConcNorm Source code
plotregr Source code
postInit Source code
print.cwm Man page Source code
print.cwm.IC Man page Source code
probt Source code
quantt Source code
randt Source code
rgam Source code
rig Source code
student.t Man page Source code
students Man page
summary.cwm Man page Source code
whichBest Man page Source code

Files

NAMESPACE
data
data/ExCWM.RData
data/students.RData
R
R/Extractors.R
R/plot.R
R/inv.gauss.R
R/t.R
R/familyY2.R
R/cwm.R
R/code.R
R/PostInit.R
R/summary.R
R/Gamma.R
R/ncovpar.R
R/PostProbs.R
MD5
DESCRIPTION
man
man/students.Rd
man/ExCWM.Rd
man/cwm.Rd
man/flexCWM-package.Rd
man/plot.Rd
man/extractors.Rd
flexCWM documentation built on May 19, 2017, 10:28 p.m.