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From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering

In model-based clustering mixture models are used to group data points into clusters. A useful concept introduced for Gaussian mixtures by Malsiner Walli et al. (Stat Comput 26:303–324, 2016) are sparse finite mixtures, where the prior distribution on the weight distribution of a mixture with K comp...

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Bibliografiske detaljer
Udgivet i:Adv Data Anal Classif
Main Authors: Frühwirth-Schnatter, Sylvia, Malsiner-Walli, Gertraud
Format: Artigo
Sprog:Inglês
Udgivet: Springer Berlin Heidelberg 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6448299/
https://ncbi.nlm.nih.gov/pubmed/31007770
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11634-018-0329-y
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