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05/08/2020
The scalable Birth-Death MCMC Algorithm for Mixed Graphical Model Learning with Application to Genomic Data Integration
Recent advances in biological research have seen the emergence of high-t...
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04/07/2020
Model selection in the space of Gaussian models invariant by symmetry
We consider multivariate centred Gaussian models for the random variable...
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04/02/2020
Bayesian model selection approach for colored graphical Gaussian models
We consider a class of colored graphical Gaussian models obtained by pla...
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10/04/2018
Gaussian approximation of Gaussian scale mixture
For a given positive random variable V>0 and a given Z∼ N(0,1) independe...
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04/21/2015