Simultaneous Variables Clustering and Regression


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Documentation for package ‘clere’ version 1.1.4

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clere-package CLERE methodology for simultaneous variables clustering and regression
algoComp Performances SEM algorithm versus MCEM
algoComp-dataset Performances SEM algorithm versus MCEM
clere CLERE methodology for simultaneous variables clustering and regression
Clere-class 'Clere' class
clusters clusters method
clusters-method clusters method
clusters-methods clusters method
fitClere fitClere function
fitPacs fitPacs function
numExpRealData Performances of 9 methods for dimension reduction applied to 2 published real dataset
numExpRealData-dataset Performances of 9 methods for dimension reduction applied to 2 published real dataset
numExpSimData Performances of 9 methods for dimension reduction on data simulated under the CLERE model
numExpSimData-dataset Performances of 9 methods for dimension reduction on data simulated under the CLERE model
Pacs-class 'Pacs' class
plot plot method
plot-method plot method
plot-methods plot method
predict predict method
predict-method predict method
predict-methods predict method
sClere-class 'Clere' class
show-method 'Clere' class
summary summary method
summary-method summary method
summary-methods summary method
[-method 'Clere' class
[<--method 'Clere' class