Description: Finite Mixture Models, Hardcover by McLachlan, Geoffrey J.; Peel, David, ISBN 0471006262, ISBN-13 9780471006268, Like New Used, Free shipping in the US Intended for statisticians as well as researchers in the many areas in which finite mixture models can be used to analyze data, among them, unsupervised pattern recognition, speech recognition, and medical imaging. Coverage includes both theory and applications. The authors (both mathematics, U. of Queensland) discuss identifiability problems, the actual fitting of finite mixtures through use of the EM algorithm, the properties of the maximum likelihood estimators so obtained, the assessment of the number of components to be used in the mixture, and the applicability of asymptotic theory in providing a basis for the solutions to some of these problems. Annotation c. Book News, Inc., Portland, OR ()
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Book Title: Finite Mixture Models
Number of Pages: 464 Pages
Language: English
Publication Name: Finite Mixture Models
Publisher: Wiley & Sons, Incorporated, John
Item Height: 1.1 in
Subject: Probability & Statistics / General
Publication Year: 2000
Type: Textbook
Item Weight: 27.3 Oz
Author: Geoffrey J. Mclachlan, David Peel
Item Length: 9.3 in
Subject Area: Mathematics
Series: Wiley Series in Probability and Statistics Ser.
Item Width: 6.2 in
Format: Hardcover
