Discriminant Analysis and Statistical Pattern Recognition By Geoffrey J. McLachlan free book download

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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Discriminant Analysis and Statistical Pattern Recognition

By Geoffrey J. McLachlan

Contributor Geoffrey J. McLachlan

Edition: illustrated

Published by Wiley-IEEE, 2004

ISBN 0471691151, 9780471691150

526 pages