Decomposition of a set of distributions in extended exponential family form for distinguishing multiple oligo-dimensional marker expression profiles of single-cell populations and visualizing their dynamics

Daigo Okada; Ryo Yamada

doi:10.1371/journal.pone.0231250

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Open Access

Peer-reviewed

Research Article

Decomposition of a set of distributions in extended exponential family form for distinguishing multiple oligo-dimensional marker expression profiles of single-cell populations and visualizing their dynamics

Daigo Okada,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

Affiliation Unit of Statistical Genetics, Center for Genomic Medicine Graduate School of Medicine, Kyoto University, Kyoto, Japan
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Ryo Yamada

Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

* E-mail: ryamada@genome.med.kyoto-u.ac.jp

Affiliation Unit of Statistical Genetics, Center for Genomic Medicine Graduate School of Medicine, Kyoto University, Kyoto, Japan

http://orcid.org/0000-0002-1587-630X

⨯

Decomposition of a set of distributions in extended exponential family form for distinguishing multiple oligo-dimensional marker expression profiles of single-cell populations and visualizing their dynamics

Daigo Okada,
Ryo Yamada

Published: April 10, 2020
https://doi.org/10.1371/journal.pone.0231250

About the Authors

Daigo Okada

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

Affiliation Unit of Statistical Genetics, Center for Genomic Medicine Graduate School of Medicine, Kyoto University, Kyoto, Japan

Ryo Yamada

Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

* E-mail: ryamada@genome.med.kyoto-u.ac.jp

Affiliation Unit of Statistical Genetics, Center for Genomic Medicine Graduate School of Medicine, Kyoto University, Kyoto, Japan

http://orcid.org/0000-0002-1587-630X

Competing Interests

NO authors have competing interests.

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