A continuous latent seroreactivity model generalizes binary mixture models for antibody data, adds an L2 estimator with consistency proof, and is demonstrated on malaria serology.
Furthermore, assumeσ 0, σ1 ≥cfor some constantc >0to ensure the density is bounded
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A flexible class of latent variable models for the analysis of antibody response data
A continuous latent seroreactivity model generalizes binary mixture models for antibody data, adds an L2 estimator with consistency proof, and is demonstrated on malaria serology.