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Identifying Disease Associated Multi-Omics Network With Mixed Graphical Models Based on Markov Random Field Model

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In this article, we proposed a new method named fused mixed graphical model (FMGM), which can infer network structures associated with dichotomous phenotypes. FMGM is based on a pairwise Markov random field model, and statistical analyses including the propose... ...