Estimation of stratified seroprevalence directly from raw serological assay measurements with multi-level Bayesian mixture modelling
Estimating seroprevalence for an infection -- the proportion of individuals with antibodies -- and its variability between subpopulations is a key first step for research and the allocation of resources for treatment and prevention. The relevant raw data is often serological assay measurements that serve as a proxy for...