Methods
A discrete event simulation (DES) model was proposed to predict the counterfactual outcomes of ROCKET AF that would have it been conducted in broader observational study populations. The hypothetical cohorts of patients were generated using Monte Carlo simulation. The DES model structure was built based on disease progression and possible outcomes of AF. Cardiovascular events were recorded during the simulated two-year follow-up period.