Preface vii2 Simple Linear Regression 13 Multiple Linear Regression 134 Model Adequacy Checking 295 Transformations and Weighting to Correct Model Inadequacies 596 Diagnostics for Leverage and Influence 747 Polynomial Regression Models 798 Indicator Variables 869 Multicollinearity 9510 Variable Selection and Model Building 10011 Validation of Regression Models 10512 Introduction to Nonlinear Regression 10813 Generalized Linear Models 11314 Regression Analysis of Time Series Data 12115 Other Topics in the Use of Regression Analysis 125