Scalable Estimation of Multinomial Response Models with Random Consideration Sets

Siddhartha Chib, Kenichi Shimizu

A common assumption in the fitting of unordered multinomial response models for $J$ mutually exclusive categories is that the responses arise from the same set of $J$ categories ac…