Framework clarifying causal estimands for longitudinal outcomes truncated by death, with Bayesian estimators; stratified average causal effect plus restricted mean survival time gives a more complete treatment effect characterisation.
Estimating hypothetical estimands with causal inference and missing data estimators in a diabetes trial case study
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Longitudinal Outcomes Truncated by Death: Causal Estimands and Bayesian Estimators
Framework clarifying causal estimands for longitudinal outcomes truncated by death, with Bayesian estimators; stratified average causal effect plus restricted mean survival time gives a more complete treatment effect characterisation.