Design for Six Sigma for Green Belts and Champions: Applications for Service Operations—Foundations, Tools, DMADV, Cases, and Certification

Chapter 11. Multiple Regression

<feature><title>Sections</title>

	Introduction
11.1	Review of Simple Linear Regression
11.2	Developing the Multiple Regression Model
11.3	Coefficient of Multiple Determination and the Overall F Test
11.4	Residual Analysis for the Multiple Regression Model
11.5	Inferences Concerning the Population Regression Coefficients
11.6	Using Dummy Variables and Interaction Terms in Regression Models
11.7	Collinearity
11.8	Model Building
11.9	Logistic Regression
	Summary
	References
Appendix 11.1	Using Minitab for Multiple Regression
Appendix 11.2	Using JMP for Multiple Regression

</feature><feature><title>Learning Objectives</title>

After reading this chapter, you will be able to:

<objective>

Develop a multiple regression model.

</objective> <objective> ...