Model-Based Clustering, Classification, and Density...

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Model-Based Clustering, Classification,...

Model-Based Clustering, Classification, and Density Estimation Using mclust in R

Name: Model-Based Clustering, Classification, and Density Estimation Using mclust in R
ISBN: 9781003277965

Luca Scrucca, Chris Fraley, T. Brendan Murphy, Adrian E. Raftery

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Model-based clustering and classification methods provide a systematic statistical approach to cluster-ing, classification, and density estimation via mixture modeling. The model-based framework allows the problems of choosing or developing methods to be understood within the context of statistical modeling. The mclust package for the statistical environment R is a widely-adopted platform implementing these model-based strategies. The package includes both summary and visual functionality, complementing procedures for estimating and choosing models.

Kategorien:

Mathematics - Mathematical Statistics

Jahr:

2023

Verlag:

CRC Press

Sprache:

english

Seiten:

269

ISBN 10:

1003277969