Reading and Understanding More Multivariate Statistics

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Edition: 1st
Format: Paperback
Pub. Date: 2000-07-01
Publisher(s): AMERICAN PSYCHOLOGICAL ASSOCIATION
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Summary

This follow up volume, provides a basic understanding of certain multivariate techniques and related topics in measurement guaranteed to increase confidence in reading and understanding the statistics. Chapters demystify the use of cluster analysis, Q-technique factor analysis, structural equation modeling, canonical correlation analysis, repeated measures analyses, and survival analysis.

Table of Contents

Contributors vii
Preface ix
Acknowledgements xiii
Introduction to Multivariate Statistics
3(20)
Laurence G. Grimm
Paul R. Yarnold
Reliability and Generalizability Theory
23(44)
Michael J Strube
Item Response Theory
67(32)
David H. Henard
Assessing the Validity of Measurement
99(48)
Fred B. Bryant
Cluster Analysis
147(60)
Joseph F. Hair, Jr.
William C. Black
Q-Technique Factor Analysis: One Variation on the Two-Mode Factor Analysis of Variables
207(20)
Bruce Thompson
Structural Equation Modeling
227(34)
Laura Klem
Ten Commandments of Structural Equation Modeling
261(24)
Bruce Thompson
Canonical Correlation Analysis
285(32)
Bruce Thompson
Repeated Measures Analyses: ANOVA, MANOVA, and HLM
317(46)
Kevin P. Weinfurt
Survival Analysis
363(46)
Raymond E. Wright
Index 409(28)
About the Editors 437

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