Regression models

- 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