Discriminant Analysis and Statistical Pattern Recognition
Published on 10. April 1992
Book
Hardback
544 pages
978-0-471-61531-6 (ISBN)
Description
This study is a systematic account of the subject area, concentrating on 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. The accompanying bibliography contains over 1200 references.
More details
Series
Language
English
Place of publication
New York
United States
Publishing group
John Wiley and Sons Ltd
Target group
College/higher education
Professional and scholarly
Illustrations
Ill.
Dimensions
Height: 242 mm
Width: 162 mm
Weight
936 gr
ISBN-13
978-0-471-61531-6 (9780471615316)
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Schweitzer Classification
Other editions
Additional editions
Geoffrey McLachlan
Discriminant Analysis and Statistical Pattern Recognition
E-Book
02/2005
Wiley
€121.99
Available for download
Geoffrey McLachlan
Discriminant Analysis and Statistical Pattern Recognition
Book
08/2004
Wiley
€168.50
Shipment within 10-20 days
Content
Likelihood-based approaches to discrimination; discrimination via normal models; distributional results for discrimination via normal models; some practical aspects and variants of normal theory-based discriminant rules; data analytic considerations with normal theory-based discriminant analysis; parametric discrimination via non-normal models; logistic discrimination; nonparametric discrimination; estimation of error rates; assessing the reliability of the estimated posterior probabilities of group membership; selection of feature variables in discriminant analysis; statistical image analysis.