14 Case Study in Ordinal Regression, Data Reduction, and Penalization
See Chapter 14 of Regression Modeling Strategies, 2nd edition
Note: Multinomial logistic regression would perhaps be a better solution to the problem posed for this case study. It would require estimating more parameters but would be conceptually much simpler.