{"product_id":"finite-mixture-models-hardback-9780471006268","title":"Finite Mixture Models (Hardback) 9780471006268","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eFinite Mixture Models\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cfont size=\"4\"\u003eGeoffrey J. McLachlan (Author), David Peel (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780471006268, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 1 November 2000\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e464 pages\u003cbr\u003e23.6 x 15.8 x 2.8 cm, 0.771 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cem\u003e\u003cfont size=\"3\"\u003e\"This is an excellent book.... I enjoyed reading this book. I recommend it highly to both mathematical and applied statisticians.\" (Technometrics, February 2002)\u003cbr\u003e \"This book will become popular to many researchers...the material covered is so wide that it will make this book a standard reference for the forthcoming years.\" (Zentralblatt MATH, Vol. 963, 2001\/13)\u003cbr\u003e \"the material covered is so wide that it will make this book a standard reference for the forthcoming years.\" (Zentralblatt MATH, Vol.963, No.13, 2001)\u003cbr\u003e \"This book is excellent reading...should also serve as an excellent handbook on mixture modelling...\" (Mathematical Reviews, 2002b)\u003cbr\u003e \"...contains valuable information about mixtures for researchers...\" (Journal of Mathematical Psychology, 2002)\u003cbr\u003e \"...a masterly overview of the area...It is difficult to ask for more and there is no doubt that McLachlan and Peel's book will be the standard reference on mixture models for many years to come.\" (Statistical Methods in Medical Research, Vol. 11, 2002)\u003cbr\u003e \"...they are to be congratulated on the extent of their achievement...\" (The Statistician, Vol.51, No.3)\u003c\/font\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eIm hier beschriebenen Modell wird die Verteilung einer Zufallsgröße als Mischung einer endlichen Zahl von Komponentenverteilungen in verschiedenen Verhältnissen behandelt. Die Verhältnisse sind dabei nichtnegativ und summieren sich zu eins. Typische Einsatzgebiete dieses Ansatzes bestehen in Populationen heterogener Zusammensetzung, beispielsweise bei klinischen Versuchen oder Zuverlässigkeitsprüfungen in der Technik. Die Autoren legen Wert auf die praktischen Aspekte des Verfahrens; einschlägige Software läßt sich aus den Anhängen entnehmen. (12\/00)\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eGeneral Introduction.\u003cbr\u003e \u003cbr\u003e ML Fitting of Mixture Models.\u003cbr\u003e \u003cbr\u003e Multivariate Normal Mixtures.\u003cbr\u003e \u003cbr\u003e Bayesian Approach to Mixture Analysis.\u003cbr\u003e \u003cbr\u003e Mixtures with Nonnormal Components.\u003cbr\u003e \u003cbr\u003e Assessing the Number of Components in Mixture Models.\u003cbr\u003e \u003cbr\u003e Multivariate t Mixtures.\u003cbr\u003e \u003cbr\u003e Mixtures of Factor Analyzers.\u003cbr\u003e \u003cbr\u003e Fitting Mixture Models to Binned Data.\u003cbr\u003e \u003cbr\u003e Mixture Models for Failure-Time Data.\u003cbr\u003e \u003cbr\u003e Mixture Analysis of Directional Data.\u003cbr\u003e \u003cbr\u003e Variants of the EM Algorithm for Large Databases.\u003cbr\u003e \u003cbr\u003e Hidden Markov Models.\u003cbr\u003e \u003cbr\u003e Appendices.\u003cbr\u003e \u003cbr\u003e References.\u003cbr\u003e \u003cbr\u003e Indexes.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Mathematics [\u003ca title=\"See our other books on Mathematics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Mathematics%20%5BPB%5D%22\"\u003ePB\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley-Interscience","offers":[{"title":"Brand New","offer_id":52278192439576,"sku":"9780471006268","price":118.65,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9780471006268.jpg?v=1781459024","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/finite-mixture-models-hardback-9780471006268","provider":"Freshly Printed Books","version":"1.0","type":"link"}