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Discriminant analysis and statistical pattern recognition by Geoffrey J. McLachlan

Download Discriminant analysis and statistical pattern recognition

Discriminant analysis and statistical pattern recognition Geoffrey J. McLachlan
Language: English
Page: 544
Format: djvu
ISBN: 0471615315, 9780471615316
Publisher: Wiley-Interscience

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.