Applied Multivariate Statistics for the Social Sciences

ISBN-10: 0805837779

ISBN-13: 9780805837773

Edition: 4th 2001 (Revised)

Authors: James P. Stevens

List price: $90.00
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Description:

This best-selling text is written for those who use, rather than develop, advanced statistical methods. Dr. Stevens focuses on a conceptual understanding of the material rather than proving results. Helpful narrative and numerous examples enhance understanding, and a chapter on matrix algebra serves as a review. Printouts from SPSS and SAS with annotations indicate what the numbers mean and encourage interpretation of the results. In addition to demonstrating how to use the packages effectively, the author stresses the importance of checking the data, assessing the assumptions, and ensuring adequate sample size (by providing guidelines) so that the results can be generalized. The new edition features a CD-ROM with the data sets and many new exercises. Ideal for courses on advanced or multivariate statistics found in psychology, education, and business departments, the book also appeals to practicing researchers with little or no training in multivariate methods. Prerequisites include a course on factorial analysis of variance. It does not assume a working knowledge of matrix algebra.
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Book details

List price: $90.00
Edition: 4th
Copyright year: 2001
Publisher: Taylor & Francis Group
Publication date: 8/1/2001
Binding: Paperback
Pages: 720
Size: 6.00" wide x 9.00" long x 1.50" tall
Weight: 2.090
Language: English

Preface
Introduction
Matrix Algebra
Multiple Regression
Two-Group Multivariate Analysis of Variance
K Group MANOVA: A Priori and Post Hoc Procedures
Assumptions in MANOVA
Discriminant Analysis
Factorial Analysis of Variance
Analysis of Covariance
Stepdown Analysis
Confirmatory and Exploratory Factor Analysis
Canonical Correlation
Repeated Measures Analysis
Categorical Data Analysis: The Log Linear Model
Appendices: Statistical Tables. Data Sets
Obtaining Nonorthogonal Contrasts in Repeated Measures Designs
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