Simulation study finds 5-state multistate models for MCED data perform similarly to 3-state models in robustness while 9-state models lose identifiability and precision, with hierarchical models and informative priors offering partial improvements.
Feasibility of blood testing combined with PET-CT to screen for cancer and guide intervention
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Modelling multi-cancer screening data to infer on natural history of disease: when can valid, identifiable and precise inference be obtained?
Simulation study finds 5-state multistate models for MCED data perform similarly to 3-state models in robustness while 9-state models lose identifiability and precision, with hierarchical models and informative priors offering partial improvements.