書名：MULTIVARIATE DATA ANALYSIS 8/E 作者：BLACK 出版社：Cengage 出版日期：2019/00/00 ISBN：9781473756540 內容簡介 The eighth edition of Multivariate Data Analysis provides an updated perspective on the analysis of all types of data as well as introducing some new perspectives and techniques that are foundational in today’s world of analytics. Multivariate Data Analysis serves as the perfect companion for graduate and postgraduate students undertaking statistical analysis for business degrees, providing an application-oriented introduction to multivariate analysis for the non-statistician. By reducing heavy statistical research into fundamental concepts, the text explains to students how to understand and make use of the results of specific statistical techniques. 目錄 Ch 1 Overview of Multivariate Methods SECTION I: PREPARING FOR MULTIVARIATE ANALYSIS Ch 2 Examining Your Data SECTION II: INTERDEPENDENCE TECHNIQUES Ch 3 Exploratory Factor Analysis Ch 4 Cluster Analysis SECTION III: DEPENDENCE TECHNIQUES-METRIC OUTCOMES Ch 5 Multiple Regression Analysis Ch 6 MANOVA: Extending ANOVA SECTION IV: DEPENDENCE TECHNIQUES-NON-METRIC OUTCOMES Ch 7 Multiple Discriminant Analysis Ch 8 Logistic Regression: Regression with a Binary Dependent Variable SECTION V: MOVING BEYOND THE BASICS Ch 9 Structural Equation Modeling: An Introduction Ch10 SEM: Confirmatory Factor Analysis Ch11 Testing Structural Equation Models Ch12 Advanced SEM Topics Ch13 Partial Least Squares Structural Equation Modeling (PLS-SEM)