Bayesian non-parametric ordinal regression under a monotonicity constraint

Olli Saarela, Christian Rohrbeck, Elja Arjas

Compared to the nominal scale, the ordinal scale for a categorical outcome variable has the property of making a monotonicity assumption for the covariate effects meaningful. This…