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Modelbased Clustering Classification And Density Estimation Using Mclust In R Luca Scrucca

Name: Modelbased Clustering Classification And Density Estimation Using Mclust In R Luca Scrucca
SKU: BELL-48265792
Price: 31.00 USD
Availability: InStock
Rating: 4.8 (104 reviews)

SKU: BELL-48265792

$ 31.00 ~~$ 45.00~~ (-31%)

4.8

104 reviews

Modelbased Clustering Classification And Density Estimation Using Mclust In R Luca Scrucca instant download after payment.

Publisher: CRC Press

File Extension: PDF

File size: 28.26 MB

Pages: 269

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

ISBN: 9781003277965, 1003277969

Language: English

Year: 2023

Product desciption

Modelbased Clustering Classification And Density Estimation Using Mclust In R Luca Scrucca by Luca Scrucca, Chris Fraley, T. Brendan Murphy, Adrian E. Raftery 9781003277965, 1003277969 instant download after payment.

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.