Discriminant Analysis and Statistical Pattern Recognition

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Mathematics - Mathematical Statistics
Discriminant Analysis and Statistical...

Discriminant Analysis and Statistical Pattern Recognition

Name: Discriminant Analysis and Statistical Pattern Recognition
ISBN: 9780471691150

Geoffrey J. McLachlan

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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.

Categories:

Mathematics - Mathematical Statistics

Year:

2004

Publisher:

Wiley-Interscience

Language:

english

Pages:

545

ISBN 10:

0471691151