Counterfactual Inference for Consumer Choice Across Many Product Categories

Rob Donnelly, Francisco R. Ruiz, David Blei +1

This paper proposes a method for estimating consumer preferences among discrete choices, where the consumer chooses at most one product in a category, but selects from multiple cat…