TMLE
death
The TMLE method puts g-computation and PS-based weighting together, which is also considered as doubly robust estimation [Last, the estimated ATE for each outcome can be calculated as follows:The TMLE method was conducted using R package “ltmle” with the default machine learning algorithms. Since the package “ltmle” cannot directly provide hazards ratio (HR) for time-to-event outcome (where RR is the relative risk, HR is the hazard ratio, and d is the death rate for reference group (e.g., d = 0.4) [