Exploratory and Robust Data Analysis : A Modern Applied Statistics Guide Using SPSS and R (Hardcover)

INTRODUCTION.? CHAPTER 1 EXPLORATORY DATA ANALYSIS FOR THE LOCATION MODEL? CHAPTER 2 COMBINING EXPLORATORY AND CONFIRMATORY DATA ANALYSIS FOR THE LOCATION MODEL.? CHAPTER 3 ROBUST ESTIMATION IN THE LOCATION MODEL? CHAPTER 4 ROBUST ESTIMATION IN THE LOCATION MODEL: COMPUTER-INTENSIVE METHODS.? CHAPTER 5 COMPARING TWO OR MORE GROUPS OF DATA: EXPLORATORY, CLASSICAL INFERENCE, AND OTHER FORMS OF ANALYSIS CHAPTER? 6 SIMPLE LINEAR REGRESSION: CLASSICAL, ROBUST, AND NONPARAMETRIC METHODS? CHAPTER 7 MULTIPLE LINEAR REGRESSION AND THE GENERAL LINEAR MODEL? CHAPTER 8 ANALYSIS OF NON-NORMAL RESPONSE VARIABLES: THE GENERALIZED LINEAR MODEL