Multivariate Analysis Techniques for Educational and Psychological Research

Tatsuoka, Maurice M

ISBN 10: 0471845906 / ISBN 13: 9780471845904

Published by John Wiley & Sons Inc., 1971

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Bibliographic Details

• Title: Multivariate Analysis Techniques for Educational and Psychological Research
• Publisher: John Wiley & Sons Inc.
• Publication Date: 1971
• Language: English
• ISBN 10: 0471845906
• ISBN 13: 9780471845904
• Binding: Hardcover
• Condition: New

About this title

Synopsis

CONTENTS: CHAPTER One Introduction; CHAPTER Two Mathematical Preliminaries: Some Matrix Algebra; CHAPTER Three Analysis of Covariance with More than One Covariate; CHAPTER Four Multivariate Significance Tests of Group Differences; CHAPTER Five More Matrix Algebra: Linear Transformation, Axis Rotation, and Eigenvalue Problems; CHAPTER Six Discriminant Analysis and Canonical Correlation; CHAPTER Seven Multivariate Analysis of Variance; CHAPTER Eight Applications to Classification Problems; APPENDIX A Determinants; APPENDIX B Pivotal Condensation Method of Matrix Inversion; APPENDIX C Symbolic Differentiation by Vectors or Matrices; APPENDIX D Principal Components (or Factors) by Hotelling's Iterative Procedure for Solving Eigenvalue Problems; APPENDIX E Statistical and Numerical Tables; APPENDIX F Answers to Exercises; References; Index. EXCERPT: Preface - This book developed from a series of mimeographed class notes distributed in advanced-statistics and multivariate-analysis courses, which I taught in the Department of Educational Psychology and the Department of Psychology, respectively, at the University of Illinois at Urbana-Champaign. I am indebted to the many students in these courses for having pointed out ways in which my presentation could be improved, and for detecting and correcting numerical errors in some of the examples . . .