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Using Age-Specific Rates for Parametric Survival Function Estimation in Simulation Models.

Arantzazu ArrospideOliver IbarrondoRubén Blasco-AguadoIgor LarrañagaFernando Alarid-EscuderoJavier Mar
Published in: Medical decision making : an international journal of the Society for Medical Decision Making (2024)
We describe the procedure for sampling times to event for individual-level simulation models as a function of age from parametric survival functions when age-specific rates are available but not the individual dataWe used linear regression to estimate age-specific hazard functions, obtaining estimates of parameter uncertainty.Our approach allows incorporating parameter (second-order) uncertainty in individual-level simulation models needed for probabilistic sensitivity analysis in the absence of individual-level survival data.
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