Proposes subsampling and reweighting for scalable, consistent counterfactual risk estimation in rare-event longitudinal survival data.
External Validity: From Do-Calculus to Transportability Across Populations , volume=
3 Pith papers cite this work. Polarity classification is still indexing.
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The paper introduces a three-pillar framework comprising eight modular analyses for sensitivity analysis of borrowing assumptions in externally controlled trials, illustrated with a simulated Bayesian hybrid evidence synthesis example.