1Name the response variable in a model predicting height from age.
Answer: Height
Reasoning: Height is the predicted outcome.
2What does a positive residual mean?
Answer: Observed value exceeds predicted value
Reasoning: Residual=observed−predicted.
3Why document assumptions?
Answer: They define when the model is defensible
Reasoning: Assumptions limit interpretation and use.
4What is interpolation?
Answer: Prediction within the observed data range
Reasoning: It stays inside the fitted domain.
5What is extrapolation?
Answer: Prediction beyond the observed data range
Reasoning: It extends the model outside evidence.
6What should a model defense include?
Answer: Choice, parameters, evidence, residuals, limitations, and conclusion
Reasoning: A defensible model connects method, evidence, and scope.