Learning Preferences from Conjoint Data: A Hybrid Structural Deep Learning Approach

Avidit Acharya, Jens Hainmueller, Yiqing Xu

Conjoint experiments randomize multidimensional profiles, yet political science applications typically report only nonparametric averages that do not recover counterfactual choices…