Treatment persistence drives estimator performance in longitudinal causal inference based on observational data: A simulation study

Sergio Gaiotti, Sara Poletto, Enrico Longato +2

Longitudinal clinical data are increasingly available, offering opportunities to study treatment effects over time but also raising challenges related to time-varying confounding a…