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CHAPTER11REGRESSION ANALYSIS:SOME ADDITIONAL TECHNIQUES
CHAPTER OVERVIEW
This chapter provides an introduction to some additional tools and conceptsthat areuseful in regressionanalysis. Thepresentation includes expansions ofthe basic ideas and techniques of regression analysis that were introduced inChapters 9 and 10.
TOPICS
11.1 INTRODUCTION
11.2 QUALITATIVE INDEPENDENT VARIABLES
11.3 VARIABLE SELECTION PROCEDURES
11.4 LOGISTIC REGRESSION
11.5 SUMMARY
LEARNING OUTCOMES
After studying this chapter, the student will
1. understand how to include qualitative variables in a regression analysis.
2. understand how to use automated variable selection procedures to developregression models.
3. be able to perform logistic regression for dichotomous and polytomous depen-dent variables.
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