Management Research Methodology: Integration of Principles, Methods and Techniques

CHAPTER 17

Multivariate Analysis of Data—Dependence Analysis

• Multiple Regression
• Discriminant Analysis
• Canonical Correlation Analysis
• Path Analysis
• Other Methods

LEARNING OBJECTIVES

Upon completion of this chapter, you will be able to:

• Understand the basics of multiple regression for prediction
• Know the basic problems of multiple regression
• Learn to use the multiple discriminant analysis for differentiating between two or more groups with multiple measurements
• Know about the variants of linear regression analysis
• Understand the need for analysing the residuals in the linear regression model
• Test the statistical significance of the regression ...