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A mixture model for skewed mixed-type data
Journal article

A mixture model for skewed mixed-type data

Abstract

Many approaches exist for clustering categorical or continuous data. However, there are few options for mixed-type data, especially when the clusters exhibit skewness and/or heavy tails in the continuous variables. A model-based clustering approach is proposed to help address this gap.

Authors

Alamer EMS; Gallaugher MPB; McNicholas PD

Journal

Statistics & Probability Letters, Vol. 226, ,

Publisher

Elsevier

Publication Date

November 1, 2025

DOI

10.1016/j.spl.2025.110507

ISSN

0167-7152

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