Variations of the Greenberg unrelated question binary model

Abstract

We explore different variations of the Greenberg unrelated question RRT model for a binary response. In one of the variations, we allow multiple independent responses from each respondent. In another variation, we use inverse sampling. It turns out that both of these variations produce more efficient models, a fact validated by both theoretical comparisons as well as extensive computer simulations.