Learning Counterfactual Distributions via Kernel Nearest Neighbors

Kyuseong Choi, Jacob Feitelberg, Caleb Chin +2

Consider a setting with multiple units (e.g., individuals, cohorts, geographic locations) and outcomes (e.g., treatments, times, items), where the goal is to learn a multivariate d…