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MULTIVARIATE DATA ANALYSIS - Semantic Scholar

SEVENTH EDITION MULTIVARIATE data ANALYSIS i .-*.'.. ' -4 A Global Perspective Joseph F. Hair, Jr. Kennesaw State University William C. Black Louisiana State University Barry J. Babin University of Southern Mississippi Rolph E. Anderson Drexel University Upper Saddle River Boston Columbus San Francisco New York Indianapolis London Toronto Sydney Singapore Tokyo Montreal Dubai Madrid Hong Kong Mexico City Munich Paris Amsterdam Cape Town CONTENTS Preface xxv About the Authors xxvii Chapter 1 Introduction: Methods and Model Building 1 What Is MULTIVARIATE ANALYSIS ? 3 MULTIVARIATE ANALYSIS in Statistical Terms 4 Some Basic Concepts of MULTIVARIATE ANALYSIS 4 The Variate 4 Measurement Scales 5 Measurement Error and MULTIVARIATE Measurement 7 Statistical Significance Versus Statistical Power 8 Types of Statistical Error and Statistical Power 9 Impacts on Statistical Power 9 Using Power with MULTIVARIATE Techniques 11 A Classification of M

Multivariate Analysis of Variance and Covariance 17 Conjoint Analysis 18 Cluster Analysis 18 ... Analysis 19 Guidelines for Multivariate Analyses and Interpretation 20 Establish Practical Significance as Well as Statistical Significance 20 Recognize That Sample Size Affects All Results 21 ... Selecting the Factor Extraction Method 105 Criteria ...

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  Guidelines, Analysis, Data, Selecting, Multivariate, Covariance, Multivariate data analysis

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