Expected value of sample information calculations for risk prediction model development

Abdollah Safari, Paul Gustafson, Mohsen Sadatsafavi

Risk prediction models are often advertised as deterministic functions that map covariates to predicted risks. However, they are typically trained using finite samples, and as such…