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Description - Discriminant Analysis and Statistical Pattern Recognition by Geoffrey J. McLachlan

Provides a systematic account of the subject area, concentrating on the most recent advances in the field. While the focus is on practical considerations, both theoretical and practical issues are explored. Among the advances covered are: regularized discriminant analysis and bootstrap-based assessment of the performance of a sample-based discriminant rule and extensions of discriminant analysis motivated by problems in statistical image analysis. Includes over 1,200 references in the bibliography.

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Book Details

ISBN: 9780471691150
ISBN-10: 0471691151
Format: Paperback
(227mm x 152mm x 28mm)
Pages: 552
Imprint: John Wiley & Sons Inc
Publisher: John Wiley and Sons Ltd
Publish Date: 24-Aug-2004
Country of Publication: United States

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Author Biography - Geoffrey J. McLachlan

Geoffrey J. McLachlan, PhD, is Professor of Mathematics at the University of Queensland, Australia. He is the author, with David Peel, of Finite Mixture Models(Wiley) and, with Thriyambakam Krishnan, of The EM Algorithm and Extensions(Wiley), among others.

Books By Geoffrey J. McLachlan

Collected Works of Geoffrey J. McLachlan by Geoffrey J. McLachlan
Hardback, February 2013
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EM Algorithm and Extensions by Geoffrey J. McLachlan
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Analyzing Microarray Gene Expression Data by Geoffrey J. McLachlan
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Finite Mixture Models by Geoffrey J. McLachlan
Hardback, November 2000
$258.26