Intervention treatment distributions that depend on the observed treatment process and model double robustness in causal survival analysis

Lan Wen, Julia Marcus, Jessica Young

The generalized g-formula can be used to estimate the probability of survival under a sustained treatment strategy. When treatment strategies are deterministic, estimators derived…