Exchangeable Gaussian Processes for Staggered-Adoption Policy Evaluation

Hayk Gevorgyan, Konstantinos Kalogeropoulos, Angelos Alexopoulos

We study the use of exchangeable multi-task Gaussian processes (GPs) for causal inference in panel data, applying the framework to two settings: one with a single treated unit subj…