Causal effect estimation for competing risk data in randomized trial: adjusting covariates to gain efficiency
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The double-blinded randomized trial is considered the gold standard to estimate the average causal effect (ACE). The naive estimator without adjusting any covariate is consistent. However, incorporating the covariates that are strong predictors of the outcome ... ...