Discriminant Analysis and Statistical Pattern Recognition
Geoffrey J. McLachlan
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.
Категорії:
Рік:
2004
Видавництво:
Wiley-Interscience
Мова:
english
Сторінки:
545
ISBN 10:
0471691151
ISBN 13:
9780471691150
Серії:
Wiley series in probability and statistics
Файл:
PDF, 28.83 MB
IPFS:
,
english, 2004