2 papers
cs.LG2019
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…
econ.EM2018
Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data
Susan Athey, David Blei, Robert Donnelly +2
This paper analyzes consumer choices over lunchtime restaurants using data from a sample of several thousand anonymous mobile phone users in the San Francisco Bay Area. The data is…