3 citations · 7 across the 7 of their papers we have counts for
3 papers · 1 filter
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…
Bayesian model averaging with the integrated nested Laplace approximation
Virgilio Gómez-Rubio, Roger S. Bivand, Håvard Rue
The integrated nested Laplace approximation (INLA) for Bayesian inference is an efficient approach to estimate the posterior marginal distributions of the parameters and latent eff…
Correlated functional models with derivative information for modeling MFS data on rock art paintings
Gabriel Riutort-Mayol, Virgilio Gómez-Rubio, José Luis Lerma +1
Microfading Spectrometry (MFS) is a method for assessing light sensitivity color (spectral) variations of cultural heritage objects. Each measured point on the surface gives rise t…