Key Topics of Multiple Linear Regression

Multiple Linear Regression for Final Exam

• The meaning of multiple linear regression and fitted regression “line”

• Interpretation of coefficients

• Confidence interval and hypothesis testing for individual coefficients

• ANOVA table and overall significance testing

• Regression diagnostics and model assumption checking