195 citations · 199 across the 3 of their papers we have counts for
3 papers
stat.AP2011★ 195 cited
Copula Gaussian graphical models and their application to modeling functional disability data
Adrian Dobra, Alex Lenkoski
We propose a comprehensive Bayesian approach for graphical model determination in observational studies that can accommodate binary, ordinal or continuous variables simultaneously.…
stat.ME2011
Relational models for contingency tables
Anna Klimova, Tamás Rudas, Adrian Dobra
The paper considers general multiplicative models for complete and incomplete contingency tables that generalize log-linear and several other models and are entirely coordinate fre…
stat.ME2010★ 4 cited
Bayesian inference for general Gaussian graphical models with application to multivariate lattice data
Adrian Dobra, Alex Lenkoski, Abel Rodriguez
We introduce efficient Markov chain Monte Carlo methods for inference and model determination in multivariate and matrix-variate Gaussian graphical models. Our framework is based o…