tvsfglasso: Time-varying scale-free graphical lasso for network estimation from time-series data

Markku Kuismin; Mikko J. Sillanpää

doi:10.1371/journal.pcbi.1013710

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Open Access

Peer-reviewed

Research Article

tvsfglasso: Time-varying scale-free graphical lasso for network estimation from time-series data

Markku Kuismin ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: markku.kuismin@oulu.fi

Affiliation Research Unit of Mathematical Sciences, University of Oulu, Oulu, Finland

https://orcid.org/0000-0001-9074-7420

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Mikko J. Sillanpää

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

Affiliation Research Unit of Mathematical Sciences, University of Oulu, Oulu, Finland

https://orcid.org/0000-0003-2808-2768

⨯

tvsfglasso: Time-varying scale-free graphical lasso for network estimation from time-series data

Markku Kuismin,
Mikko J. Sillanpää

Published: November 17, 2025
https://doi.org/10.1371/journal.pcbi.1013710

About the Authors

Markku Kuismin

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: markku.kuismin@oulu.fi

Affiliation Research Unit of Mathematical Sciences, University of Oulu, Oulu, Finland

https://orcid.org/0000-0001-9074-7420

Mikko J. Sillanpää

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

Affiliation Research Unit of Mathematical Sciences, University of Oulu, Oulu, Finland

https://orcid.org/0000-0003-2808-2768

Competing Interests

The authors have declared that no competing interests exist.

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Network analysis
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Scale-free networks
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Genetic networks
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Covariance
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Gene regulatory networks
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Drosophila melanogaster
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Computer software
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Simulation and modeling
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