Variational inference for coupled hidden Markov models applied to the joint detection of copy number variations

DOI10.1515/IJB-2018-0023MaRDI QIDQ6637193

Emilie Lebarbier, Xiaoqiang Wang, Stéphane Robin, Julie Aubert

Publication date: 13 November 2024

Published in: The International Journal of Biostatistics (Search for Journal in Brave)

zbMATH Keywords

variational approximationcopy number variationcoupled hidden Markov models

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

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• Segmentation and Estimation for SNP Microarrays: A Bayesian Multiple Change-Point Approach
• Explaining Variational Approximations
• Graphical Models, Exponential Families, and Variational Inference
• A coupled hidden Markov model for disease interactions

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