most citedVariational inference for coupled Hidden Markov Models applied to the joint detection of copy number variations

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stat.ME2017★ 2 cited

Variational inference for coupled Hidden Markov Models applied to the joint detection of copy number variations

Xiaoqiang Wang, Emilie Lebarbier, Julie Aubert +1

Hidden Markov models provide a natural statistical framework for the detection of the copy number variations (CNV) in genomics. In this paper, we consider a Hidden Markov Model inv…