Discriminant Analysis and Statistical Pattern Recognition (Probability & Mathematical Statistics S.) - Hardcover

McLachan, Geoffrey

 
9780471615316: Discriminant Analysis and Statistical Pattern Recognition (Probability & Mathematical Statistics S.)

Inhaltsangabe

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.

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Reseña del editor

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.

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9780471691150: Discriminant Analysis & Pattern Recog P: 544 (Wiley Series in Probability and Statistics)

Vorgestellte Ausgabe

ISBN 10:  0471691151 ISBN 13:  9780471691150
Verlag: John Wiley & Sons, 2004
Softcover