To Impute or not to Impute? Missing Data in Treatment Effect Estimation

Jeroen Berrevoets, Fergus Imrie, Trent Kyono, James Jordon, Mihaela van der Schaar. To Impute or not to Impute? Missing Data in Treatment Effect Estimation. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 3568-3590, PMLR, 2023. [doi]

Abstract

Abstract is missing.