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On Joint Estimation of Gaussian Graphical Models for Spatial and Temporal Data
In this paper, we first propose a Bayesian neighborhood selection method to estimate Gaussian Graphical Models (GGMs). We show the graph selection consistency of this method in the sense that the posterior probability of the true model converges to one. When there are multiple groups of data availab...
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| Udgivet i: | Biometrics |
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| Main Authors: | , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2017
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5515703/ https://ncbi.nlm.nih.gov/pubmed/28099997 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12650 |
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