Bayesian differential analysis of cell type proportions: opinion

Bibliographic Details
Main Authors: Tanya T. Karagiannis, Stefano Monti, Paola Sebastiani
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2023.1205499/full
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author Tanya T. Karagiannis
Stefano Monti
Stefano Monti
Stefano Monti
Paola Sebastiani
Paola Sebastiani
author_facet Tanya T. Karagiannis
Stefano Monti
Stefano Monti
Stefano Monti
Paola Sebastiani
Paola Sebastiani
author_sort Tanya T. Karagiannis
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spelling doaj.art-44adecba695645499a56322b0078986b2023-06-01T05:07:58ZengFrontiers Media S.A.Frontiers in Genetics1664-80212023-06-011410.3389/fgene.2023.12054991205499Bayesian differential analysis of cell type proportions: opinionTanya T. Karagiannis0Stefano Monti1Stefano Monti2Stefano Monti3Paola Sebastiani4Paola Sebastiani5Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA, United StatesDivision of Computational Biomedicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, United StatesDepartment of Biostatistics, Boston University School of Public Health, Boston, MA, United StatesBioinformatics Program, Boston University, Boston, MA, United StatesInstitute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA, United StatesDepartment of Medicine, Tufts University, Boston, MA, United Stateshttps://www.frontiersin.org/articles/10.3389/fgene.2023.1205499/fullsingle cell transcriptomicscell type compositioncell type dependenceBayesian multinomial regressionestimated cell type probabilities
spellingShingle Tanya T. Karagiannis
Stefano Monti
Stefano Monti
Stefano Monti
Paola Sebastiani
Paola Sebastiani
Bayesian differential analysis of cell type proportions: opinion
Frontiers in Genetics
single cell transcriptomics
cell type composition
cell type dependence
Bayesian multinomial regression
estimated cell type probabilities
title Bayesian differential analysis of cell type proportions: opinion
title_full Bayesian differential analysis of cell type proportions: opinion
title_fullStr Bayesian differential analysis of cell type proportions: opinion
title_full_unstemmed Bayesian differential analysis of cell type proportions: opinion
title_short Bayesian differential analysis of cell type proportions: opinion
title_sort bayesian differential analysis of cell type proportions opinion
topic single cell transcriptomics
cell type composition
cell type dependence
Bayesian multinomial regression
estimated cell type probabilities
url https://www.frontiersin.org/articles/10.3389/fgene.2023.1205499/full
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