2 papers
stat.ME2026
Evaluating the Impact of COVID-19 Vaccination in the United Kingdom: A Gaussian Process Approach
Gianluca Giudice, Sara Geneletti, Konstantinos Kalogeropoulos
The rapid rollout of COVID-19 vaccines in the United Kingdom in early 2021 differed markedly from that of many other European countries, providing a natural setting to assess the i…
stat.ME2026
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…