- Achievement 1: Using exploratory data analysis to learn about the data before developing a linear regression model
- Achievement 2: Exploring the statistical model for a line
- Achievement 3: Computing the slope and intercept in a simple linear regression
- Achievement 4: Slope interpretation and significance (b1, p-value, CI)
- Achievement 5: Model significance and model fit
- Achievement 6: Checking assumptions and conducting diagnostics
- Achievement 7: Adding variables to the model and using transformation
