• Regression coefficients
• What is a confidence band?
• Lack-of-fit and lack-of-fit tests
• What is model order?
• What is a lurking variable?
• Model reduction
• What is log-likelihood?
• What is the standard error of the coefficient?
• Using the t-value to determine whether to reject the null hypothesis
• Coding schemes for categorical predictors
• Interpreting categorical predictors
• Interpreting the estimated coefficients in binary logistic regression
• How Minitab uses the design matrix
• Create models that go through the origin
• Problems with small coefficients of variation