Applied MANOVA and Discriminant Analysis

Carl J. Huberty, Stephen Olejnik - Collection Wiley Series in Probability and Statistics

488 pages, parution le 28/06/2006 (2^eme édition)

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Résumé

A complete introduction to discriminant analysis-extensively revised, expanded, and updated

This Second Edition of the classic book, Applied Discriminant Analysis, reflects and references current usage with its new title, Applied MANOVA and Discriminant Analysis. Thoroughly updated and revised, this book continues to be essential for any researcher or student needing to learn to speak, read, and write about discriminant analysis as well as develop a philosophy of empirical research and data analysis. Its thorough introduction to the application of discriminant analysis is unparalleled.

Offering the most up-to-date computer applications, references, terms, and real-life research examples, the Second Edition also includes new discussions of MANOVA, descriptive discriminant analysis, and predictive discriminant analysis. Newer SAS macros are included, and graphical software with data sets and programs are provided on the book's related Web site.

The book features:

Detailed discussions of multivariate analysis of variance and covariance
An increased number of chapter exercises along with selected answers
Analyses of data obtained via a repeated measures design
A new chapter on analyses related to predictive discriminant analysis
Basic SPSS® and SAS® computer syntax and output integrated throughout the book

Applied MANOVA and Discriminant Analysis enables the reader to become aware of various types of research questions using MANOVA and discriminant analysis; to learn the meaning of this field's concepts and terms; and to be able to design a study that uses discriminant analysis through topics such as one-factor MANOVA/DDA, assessing and describing MANOVA effects, and deleting and ordering variables.

Sommaire

Introduction
- Discriminant Analysis in Research
- Preliminaries
One-factor MANOVA/DDA
- Group Separation
- Assessing MANOVA Effects
- Describing MANOVA Effects
- Deleting and Ordering Variables
- Reporting DDA Results
Factorial Manova, Mancova, And Repeated Measures
- Factorial MANOVA
- Analysis of Covariance
- Repeated-Measures Analysis
- Mixed-Model Analysis
Group Membership Prediction
- Classification Basics
- Multivariate Normal Rules
- Classification Results
- Hit Rate Estimation
- Effectiveness of Classification Rules
- Deleting and Ordering Predictors
- Two-Group Classification
- Nonnormal Rules
- Reporting PDA Results
- PDA-Related Analyses
Issues and Problems
- Issues in PDA and DDA
- Problems in PDA and DDA
- Appendix A: Data Set Descriptions
- Appendix B: Some DA-Related Originators
- Appendix C: List of Computer Syntax
- Appendix D: Contents ofWileyWebsite

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Wiley
Auteur(s)	Carl J. Huberty, Stephen Olejnik
Collection	Wiley Series in Probability and Statistics
Parution	28/06/2006
Édition	2^eme édition
Nb. de pages	488
Format	16 x 24
Couverture	Relié
Poids	860g
Intérieur	Noir et Blanc
EAN13	9780471468158
ISBN13	978-0-471-46815-8