1 A Review of Basic Concepts (Optional) , 1 2 Introduction to Regression Analysis , 80 3 Simple Linear Regression , 90 4 Multiple Regression Models , 166 5 Principles of Model Building , 261 6 Variable Screening Methods , 326 7 Some Regression Pitfalls , 355 8 Residual Analysis , 383 9 Special Topics in Regression (Optional) , 466 10 Introduction to Time Series Modeling and …