284 citations · 806 across the 87 of their papers we have counts for
Showing 2016 · stat.APShow all
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stat.AP2016★ 1 cited
A Copula Model for Non-Gaussian Multivariate Spatial Data
Pavel Krupskii, Marc G. Genton
We propose a new copula model for replicated multivariate spatial data. Unlike classical models that assume multivariate normality of the data, the proposed copula is based on the…
stat.AP2016★ 4 cited
A Multi-Resolution Spatio-Temporal Model for Brain Activation and Connectivity in fMRI Data
Stefano Castruccio, Hernando Ombao, Marc G. Genton
Functional Magnetic Resonance Imaging (fMRI) is a primary modality for studying brain activity. Modeling spatial dependence of imaging data at different scales is one of the main c…
stat.AP2016
Bayesian linear regression with skew-symmetric error distributions with applications to survival analysis
Francisco J. Rubio, Marc G. Genton
We study Bayesian linear regression models with skew-symmetric scale mixtures of normal error distributions. These kinds of models can be used to capture departures from the usual…