{"product_id":"model-based-clustering-classification-and-density-luca-scrucca-9781032234960","title":"Model-Based Clustering, Classification, and Density Estimation Using mclust in R","description":"\u003cp\u003e\u003cstrong\u003eModel-Based Clustering, Classification, and Denisty Estimation Using mclust in R\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eModel-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 \u003cb\u003emclust\u003c\/b\u003e 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.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eKey features of the book: \u003c\/b\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eAn introduction to the model-based approach and the \u003cb\u003emclust\u003c\/b\u003e R package\u003c\/li\u003e \u003cli\u003eA detailed description of \u003cstrong\u003emclust\u003c\/strong\u003e and the underlying modeling strategies\u003c\/li\u003e \u003cli\u003eAn extensive set of examples, color plots, and figures along with the R code for reproducing them\u003c\/li\u003e \u003cli\u003eSupported by a companion website, including the R code to reproduce the examples and figures presented in the book, errata, and other supplementary material\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eModel-Based Clustering, Classification, and Density Estimation Using mclust in R \u003c\/strong\u003eis accessible to quantitatively trained students and researchers with a basic understanding of statistical methods, including inference and computing. In addition to serving as a reference manual for \u003cb\u003emclust\u003c\/b\u003e, the book will be particularly useful to those wishing to employ these model-based techniques in research or applications in statistics, data science, clinical research, social science, and many other disciplines.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Luca Scrucca, Chris Fraley, T. Brendan Murphy\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032234962\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032234960\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/20\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 242\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.22lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.63d\u003c\/p\u003e","brand":"Luca Scrucca","offers":[{"title":"Hardcover","offer_id":44122876772607,"sku":"9781032234960","price":180.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_4e139912-0ed5-42d5-9dd9-f198b696ce20.jpg?v=1687427677","url":"https:\/\/www.whiterainbookhouse.com\/products\/model-based-clustering-classification-and-density-luca-scrucca-9781032234960","provider":"WR Book House","version":"1.0","type":"link"}