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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

Single-cell expression analysis is an effective tool for studying the dynamics of cell population profiles. However, the majority of statistical methods are applied to individual profiles and the methods for comparing multiple profiles simultaneously are limited. In this study, we propose a nonparam...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Okada, Daigo, Yamada, Ryo
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7147751/
https://ncbi.nlm.nih.gov/pubmed/32275673
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0231250
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