Model-Based Clustering, Classification, and Density Estimation Using mclust in R (Chapman & Hall/CRC The R Series)

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

ISBN 10: 1032234962 ISBN 13: 9781032234960

Published by Chapman and Hall/CRC, 2023

Language: English

Condition: New Hardcover

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Bibliographic Details

Title: Model-Based Clustering, Classification, and Density Estimation Using mclust in R (Chapman & Hall/CRC The R Series)
Publisher: Chapman and Hall/CRC
Publication Date: 2023
Language: English
ISBN 10: 1032234962
ISBN 13: 9781032234960
Binding: Hardcover
Condition: New

About this title

Synopsis

Model-based clustering and classification methods provide a systematic statistical approach to clustering, classification, and density estimation via mixture modeling. The model-based framework allows the problems of choosing or developing an appropriate clustering or classification method 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...