Multinomial & Ordinal Logistic Regression – Practice Quiz

Extend logistic regression to nominal and ordered outcomes. Practice baseline-category logits, probability normalization, cumulative logit predictions and proportional-odds interpretations with explicit conventions. Prerequisites: binary logistic regression, likelihood and categorical coding. Advanced problems examine reference changes, valid cumulative probabilities, parameter restrictions and evidence against parallel slopes.

Further reading: ORDINAL reference, Nominal-response reference.