ISBN-10:
0470537566
ISBN-13:
9780470537565
Pub. Date:
12/27/2011
Publisher:
Wiley
Multivariate Analysis for the Biobehavioral and Social Sciences: A Graphical Approach / Edition 1

Multivariate Analysis for the Biobehavioral and Social Sciences: A Graphical Approach / Edition 1

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Product Details

ISBN-13: 9780470537565
Publisher: Wiley
Publication date: 12/27/2011
Edition description: New Edition
Pages: 496
Product dimensions: 6.20(w) x 9.30(h) x 1.20(d)

About the Author

Bruce L. Brown, PhD, is Professor of Psychology at Brigham Young University. He has over thirty years of academic experience working with large scale data analysis methods, and he currently focuses his research on applying these methods to cognitive neuroscience and vocal emotion.

Suzanne B. Hendrix, PhD, is President of Pentara Corporation and an independent consultant to the pharmaceutical industry, with extensive experience in clinical biostatistics. Dr. Hendrix's current areas of research interest include clinical trial design and reporting in neurodegenerative diseases such as Alzheimer's and Parkinson's.

Dawson W. Hedges, MD, is Professor of Psychology at Brigham Young University. He has published extensively in his areas of research interest, which include neuroimaging, posttraumatic stress disorder, psychopharmacology, and psychopathology.

Timothy B. Smith, PhD, is Chair of the Department of Counseling Psychology and Special Education at Brigham Young University. He currently focuses his research on multiculturalism and diversity as well as spirituality and religion in education or counseling.

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Table of Contents

PREFACE xiii

1 OVERVIEW OF MULTIVARIATE AND REGRESSION METHODS 1

2 THE SEVEN HABITS OF HIGHLY EFFECTIVE QUANTS: A REVIEW OF ELEMENTARY STATISTICS USING MATRIX ALGEBRA 20

3 FUNDAMENTALS OF MATRIX ALGEBRA 88

4 FACTOR ANALYSIS AND RELATED METHODS: QUINTESSENTIALLY MULTIVARIATE 139

5 MULTIVARIATE GRAPHICS 227  

6 CANONICAL CORRELATION: THE UNDERUSED METHOD 283

7 HOTELLING’S T 2 AS THE SIMPLEST CASE OF MULTIVARIATE INFERENCE 333

8 MULTIVARIATE ANALYSIS OF VARIANCE 351

9 MULTIPLE REGRESSION AND THE GENERAL LINEAR MODEL 373

APPENDICES: STATISTICAL TABLES 443

NAME INDEX 456

SUBJECT INDEX 460

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