Discriminant analysis and statistical pattern recognition. 2nd printing. (English) Zbl 1108.62317

Wiley Series in Probability and Statistics. Hoboken, NJ: John Wiley & Sons (ISBN 0-471-69115-1/pbk). xv, 526 p. (2004).
Publisher’s description: This book 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.


62H30 Classification and discrimination; cluster analysis (statistical aspects)
68T10 Pattern recognition, speech recognition
62-01 Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics


Zbl 0850.62481