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Book Cover
Book
Author McLachlan, Geoffrey J., 1946-

Title Discriminant analysis and statistical pattern recognition / Geoffrey J. McLachlan
Published New York : Wiley, [1992]
©1992

Copies

Location Call no. Vol. Availability
 MELB  519.535 Mcl/Daa  AVAILABLE
Description xv, 526 pages : illustrations ; 25 cm
Series Wiley series in probability and mathematical statistics
Wiley series in probability and mathematical statistics., Applied probability and statistics
Wiley series in probability and mathematical statistics. Applied probability and statistics.
Wiley series in probability and mathematical statistics.
Contents Machine derived contents note: 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
Analysis Statistical analysis
Statistical analysis
Notes "A Wiley-Interscience publication."
Bibliography Includes bibliographical references (pages 447-506) and indexes
Notes Also available by subscription via the World Wide Web
System requirements: Internet connectivity, World Wide Web browser, and Adobe Acrobat reader
Description based on print version record
Subject Discriminant analysis.
Pattern perception.
LC no. 91029342
ISBN 0471615315
0471691151
0471725293 (Online)