Counterfactual Inference for Consumer Choice Across Many Product Categories

6 Jun 2019Rob DonnellyFrancisco R. RuizDavid BleiSusan Athey

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 categories in parallel. The consumer's utility is additive in the different categories... (read more)

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