3 papers
stat.ME2026
Modelling multiple disease risk factors for microsimulation studies: a review of methods
Oliver Church, Christopher Jackson
Longitudinal microsimulation models to evaluate policies and scenarios for chronic disease risk reduction typically involve simulating multiple risk factors for a synthetic populat…
stat.ME2025
A simulation and case study to evaluate the extrapolation performance of flexible Bayesian survival models when incorporating real-world data
Iain R. Timmins, Fatemeh Torabi, Christopher H. Jackson +2
Background: Assessment of long-term survival for health technology assessment often necessitates extrapolation beyond the duration of a clinical trial. Without robust methods and e…
stat.ME2025
Simulation-based assessment of a Bayesian survival model with flexible baseline hazard and time-dependent effects
Iain R. Timmins, Fatemeh Torabi, Christopher H. Jackson +2
There is increasing interest in flexible parametric models for the analysis of time-to-event data, yet Bayesian approaches that offer incorporation of prior knowledge remain underu…