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Design for Six Sigma for Green Belts and Champions: Applications for Service Operations—Foundations, Tools, DMADV, Cases, and Certification by Ph.D. Edward A. Popovich,, Ph.D. David M. Levine,, Ph.D. Howard S. Gitlow,

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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> ...

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