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Clustering compositional data using Dirichlet mixture model

A model-based clustering method for compositional data is explored in this article. Most methods for compositional data analysis require some kind of transformation. The proposed method builds a mixture model using Dirichlet distribution which works with the unit sum constraint. The mixture model us...

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Detalles Bibliográficos
Autores principales: Pal, Samyajoy, Heumann, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9116644/
https://www.ncbi.nlm.nih.gov/pubmed/35584127
http://dx.doi.org/10.1371/journal.pone.0268438