Missing data analysis and imputation via latent Gaussian Markov random fields

Virgilio Gómez-Rubio, Michela Cameletti, Marta Blangiardo

In this paper we recast the problem of missing values in the covariates of a regression model as a latent Gaussian Markov random field (GMRF) model in a fully Bayesian framework. O…