# 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.