Introduction
Issues in Regression Analysis
Patterns in Residuals
Heteroscedasticity: Cross-sectional Patterns
Example of Heteroscedasticity: Box Office Revenues
Autocorrelation
Multiple Regression
Issues in Multiple Regression
Dummy Variable Regression and ANOVA
Example of Dummy Variable Regression
Nonlinear Regression
Example of Segmentation: Dummy Variable Regression to Model Seasonality
Summary
Appendix 1: Durbin–Watson Tables
Appendix 2: Logarithms