Extended graphical lasso for multiple interaction networks for high dimensional omics data

Yang Xu; Hongmei Jiang; Wenxin Jiang

doi:10.1371/journal.pcbi.1008794

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Open Access

Peer-reviewed

Research Article

Extended graphical lasso for multiple interaction networks for high dimensional omics data

Yang Xu ,

Roles Formal analysis, Methodology, Software, Writing – original draft

* E-mail: junnie5@163.com

Affiliations Zhongtai Securities Institute for Financial Studies, Shandong University, Jinan, Shandong, China, Department of Statistics, Northwestern University, Evanston, Illinois, United States of America

https://orcid.org/0000-0003-3135-7793

⨯
Hongmei Jiang,

Roles Formal analysis, Methodology, Supervision, Writing – review & editing

Affiliation Department of Statistics, Northwestern University, Evanston, Illinois, United States of America
⨯
Wenxin Jiang

Roles Formal analysis, Methodology, Supervision, Writing – review & editing

Affiliation Department of Statistics, Northwestern University, Evanston, Illinois, United States of America
⨯

Extended graphical lasso for multiple interaction networks for high dimensional omics data

Yang Xu,
Hongmei Jiang,
Wenxin Jiang

Published: October 20, 2021
https://doi.org/10.1371/journal.pcbi.1008794

About the Authors

Yang Xu

Roles Formal analysis, Methodology, Software, Writing – original draft

* E-mail: junnie5@163.com

Affiliations Zhongtai Securities Institute for Financial Studies, Shandong University, Jinan, Shandong, China, Department of Statistics, Northwestern University, Evanston, Illinois, United States of America

https://orcid.org/0000-0003-3135-7793

Hongmei Jiang

Roles Formal analysis, Methodology, Supervision, Writing – review & editing

Affiliation Department of Statistics, Northwestern University, Evanston, Illinois, United States of America

Wenxin Jiang

Roles Formal analysis, Methodology, Supervision, Writing – review & editing

Affiliation Department of Statistics, Northwestern University, Evanston, Illinois, United States of America

Competing Interests

The authors have declared that no competing interests exist.

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Interaction networks
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Network analysis
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Protein interaction networks
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Covariance
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Inflammatory bowel disease
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Microbiome
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Actinobacteria
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SARS CoV 2
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