Parameter Choice, Stability and Validity for Robust Cluster Weighted Modeling

Statistical inference based on the cluster weighted model often requires some subjective judgment from the modeler. Many features influence the final solution, such as the number of mixture components, the shape of the clusters in the explanatory variables, and the degree of heteroscedasticity of th...

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Bibliographic Details
Main Authors: Andrea Cappozzo, Luis Angel García Escudero, Francesca Greselin, Agustín Mayo-Iscar
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Stats
Subjects:
Online Access:https://www.mdpi.com/2571-905X/4/3/36