Tools for regression models

• Building design matrices with ModelSpec
  • Interactions
  • Ordinal variables
  • Structure of a ModelSpec
    • Feature objects
  • Predicting at new points
  • Using np.ndarray
    • Caveats using np.ndarray
• Model selection using ModelSpec
  • Forward Selection
• ANOVA using ModelSpec
  • Grouping variables