Mixture Models in Measurement Error Problems, with Reference to Epidemiological Studies
Mixture Models in Measurement Error Problems, with Reference to Epidemiological Studies
Summary The paper focuses on a Bayesian treatment of measurement error problems and on the question of the specification of the prior distribution of the unknown covariates. It presents a flexible semiparametric model for this distribution based on a mixture of normal distributions with an unknown number of components. Implementation …