Cluster Weighted Models by EM algorithm


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Documentation for package ‘cwm’ version 0.0.3

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cwm-package The package performs cluster weighed modelling assuming normal distribution
bestPermutation Function to obtain the best permutation for a classification problem
betaplasma Betaplasma dataset
cwm The package performs cluster weighed modelling assuming normal distribution
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 restarts
summary.cwrObj Generic summary S3 method for CWR object.