Applied final questions
These four cases move from count regression to smoothing and repeated measurements. Read the exhibits before interpreting the coefficients: the response scale, the shape of a relationship, and the unit on which observations repeat determine what a fitted model can mean. Questions 19–20 are from the 2024 examination and Questions 21–22 from the 2025 examination. The plots below are reproduced from those papers.