Discriminant Analysis and Statistical Pattern Recognition by Geoffrey McLachlan

by Geoffrey McLachlan | HC | VeryGood
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Hinweise des Verkäufers
“Former library book; May have limited writing in cover pages. Pages are unmarked. ~ ...
Binding
Hardcover
Book Title
Discriminant Analysis and Statistical Pattern Recognition
Weight
2 lbs
Product Group
Book
IsTextBook
Yes
ISBN
9780471615316
Kategorie

Über dieses Produkt

Product Identifiers

Publisher
Wiley & Sons, Incorporated, John
ISBN-10
0471615315
ISBN-13
9780471615316
eBay Product ID (ePID)
370378

Product Key Features

Number of Pages
544 Pages
Publication Name
Discriminant Analysis and Statistical Pattern Recognition
Language
English
Publication Year
1992
Subject
Probability & Statistics / Multivariate Analysis, Probability & Statistics / General, Cognitive Psychology & Cognition
Type
Textbook
Subject Area
Mathematics, Psychology
Author
Geoffrey Mclachlan
Series
Wiley Series in Probability and Statistics Ser.
Format
Hardcover

Dimensions

Item Height
1.2 in
Item Weight
33.1 Oz
Item Length
9.6 in
Item Width
6.4 in

Additional Product Features

Edition Number
1
Intended Audience
Scholarly & Professional
LCCN
91-029342
Dewey Edition
20
Series Volume Number
235
Illustrated
Yes
Dewey Decimal
519.5/35
Table Of Content
Likelihood-Based Approaches to Discrimination.Discrimination via Normal Models.Distributional Results for Discrimination via Normal Models.Some Practical Aspects and Variants of Normal Theory-Based Discriminant Rules.Data Analytic Considerations with Normal Theory-Based Discriminant Analysis.Parametric Discrimination via Nonnormal Models.Logistic Discrimination.Nonparametric Discrimination.Estimation of Error Rates.Assessing the Reliability of the Estimated Posterior Probabilites of Group Membership.Selection of Feature Variables in Discriminant Analysis.Statistical Image Analysis.References.Indexes.
Synopsis
The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. "For both applied and theoretical statisticians as well as investigators working in the many areas in which relevant use can be made of discriminant techniques, this monograph provides a modern, comprehensive, and systematic account of discriminant analysis, with the focus on the more recent advances in the field." -SciTech Book News ." . . a very useful source of information for any researcher working in discriminant analysis and pattern recognition." -Computational Statistics Discriminant Analysis and Statistical Pattern Recognition provides a systematic account of the subject. 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 1,200 references., The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. "For both applied and theoretical statisticians as well as investigators working in the many areas in which relevant use can be made of discriminant techniques, this monograph provides a modern, comprehensive, and systematic account of discriminant analysis, with the focus on the more recent advances in the field." -SciTech Book News ". . . a very useful source of information for any researcher working in discriminant analysis and pattern recognition." -Computational Statistics Discriminant Analysis and Statistical Pattern Recognition provides a systematic account of the subject. 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 1,200 references., Discriminant Analysis and Statistical Pattern Recognition 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., 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.
LC Classification Number
QA278.65.M38 1992

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