Structured Mixture of Continuation-ratio Logits Models for Ordinal Regression

Jizhou Kang, Athanasios Kottas

We develop a nonparametric Bayesian modeling approach to ordinal regression based on priors placed directly on the discrete distribution of the ordinal responses. The prior probabi…