Inference for the proportional odds cumulative logit model with monotonicity constraints for ordinal predictors and ordinal response

Javier Espinosa-Brito, Christian Hennig

The proportional odds cumulative logit model (POCLM) is a standard regression model for an ordinal response. Ordinality of predictors can be incorporated by monotonicity constraint…