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cwm (version 0.0.3)

Cluster Weighted Models by EM algorithm

Description

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

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Version

Install

install.packages('cwm')

Monthly Downloads

10

Version

0.0.3

License

GPL (>= 2)

Maintainer

Giorgio Spedicato

Last Published

January 9th, 2014

Functions in cwm (0.0.3)

betaplasma

Betaplasma dataset
summary.cwrObj

Generic summary S3 method for CWR object.
predict.cwrObj

S3 predict method for cwrObj
print.cwrObj

S3 print method for CWR objects
plot.cwrObj

S3 generic method for CWR objects
stepCwr

Function to estimate CWR models via multiple EM algorithm restarts
cwrEm

Function to estimate Cluster Weighted Regression (CWR) models
cwm-package

The package performs cluster weighed modelling assuming normal distribution
logLik.cwrObj

Generic log - likelihood method for cwrObjects
bestPermutation

Function to obtain the best permutation for a classification problem