chapter 1 Review of Fundamentals of Statistics -- chapter 2 Bivariate Linear Regression and Correlation -- chapter 3 Misspecifi ed Disturbance Terms -- chapter 4 Nonparametric Regression -- chapter 5 Logistic Regression -- chapter 6 Bayesian Regression -- chapter 7 Robust Regression -- chapter 8 Fuzzy Regression -- chapter 9 Random Coeffi cients Regression -- chapter 10 L1 and q-Quantile Regression -- chapter 11 Regression in a Spatial Domain -- chapter 12 Multiple Regression -- chapter 13 Normal Correlation Models -- chapter 14 Ridge Regression -- chapter 15 Indicator Variables -- chapter 16 Polynomial Model Estimation -- chapter 17 Semiparametric Regression -- chapter 18 Nonlinear Regression -- chapter 19 Issues in Time Series Modeling and Estimation.