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Multivariate

This directory contains 3 workflows.

FAMD 

Factor analysis of mixed data - allow aaplying a PCA kernel to mixed datas numericals and strings. Please note that you have to remove string variables with […]

Iconoptimal number of groups 

Calculate the optimal number of groups for a future Kmeans with classical intergoup / intragroup variance simulation. If the maximum number of groups […]

QualClassif 

Complete classification admitting numerical and categorical variables in entry. Perform AFMD then Xmeans and logistic regression in the end to validate the […]