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Estimating Heterogenous Treatment Effects for Survival Data with Doubly Doubly Robust Estimator

Estimating Heterogenous Treatment Effects for Survival Data with Doubly Doubly Robust Estimator

In this paper, we introduce a doubly doubly robust estimator for the average and heterogeneous treatment effect for left-truncated-right-censored (LTRC) survival data. In causal inference for survival functions in LTRC survival data, two missing data issues are noteworthy: one is the missing data of counterfactuals for causal inference, and the …