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Finite Mixture Models
Geoffrey J. McLachlan
€ 214.48
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Description for Finite Mixture Models
Hardcover. Finite mixture models are typically used where the population being studied is heterogeneous in composition. This work aims to offer an up-to-date account of the major issues involved with finite modelling. There is a practical emphasis on the applications of mixture models. Series: Wiley Series in Probability and Statistics. Num Pages: 456 pages, references, indexes. BIC Classification: PBT; PDE; TBJ. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 242 x 163 x 28. Weight in Grams: 762.
An up-to-date, comprehensive account of major issues in finite mixture modeling
This volume provides an up-to-date account of the theory and applications of modeling via finite mixture distributions. With an emphasis on the applications of mixture models in both mainstream analysis and other areas such as unsupervised pattern recognition, speech recognition, and medical imaging, the book describes the formulations of the finite mixture approach, details its methodology, discusses aspects of its implementation, and illustrates its application in many common statistical contexts.
Major issues discussed in this book include identifiability problems, actual fitting of finite mixtures through use of ... Read more
An up-to-date, comprehensive account of major issues in finite mixture modeling
This volume provides an up-to-date account of the theory and applications of modeling via finite mixture distributions. With an emphasis on the applications of mixture models in both mainstream analysis and other areas such as unsupervised pattern recognition, speech recognition, and medical imaging, the book describes the formulations of the finite mixture approach, details its methodology, discusses aspects of its implementation, and illustrates its application in many common statistical contexts.
Major issues discussed in this book include identifiability problems, actual fitting of finite mixtures through use of ... Read more
Product Details
Format
Hardback
Publication date
2000
Publisher
John Wiley and Sons Ltd United States
Number of pages
456
Condition
New
Series
Wiley Series in Probability and Statistics
Number of Pages
464
Place of Publication
, United States
ISBN
9780471006268
SKU
V9780471006268
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50
About Geoffrey J. McLachlan
GEOFFREY McLACHLAN, PhD, DSc, is Professor in the Department of Mathematics at the University of Queensland, Australia. DAVID PEEL, PhD, is a research fellow in the Department of Mathematics at the University of Queensland, Australia.
Reviews for Finite Mixture Models
"This is an excellent book.... I enjoyed reading this book. I recommend it highly to both mathematical and applied statisticians." (Technometrics, February 2002) "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) "the material covered is ... Read more