Variational inference for microbiome survey data with application to global ocean data.

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Title: Variational inference for microbiome survey data with application to global ocean data.
Authors: Mishra A; Department of Statistics, University of Georgia, Athens, GA, 30606, United States., McNichol J; Department of Biology, St. Francis Xavier University, Antigonish, NS, B2G 2W5, Canada.; Department of Biological Sciences, University of Southern California, LA, 90007, United States., Fuhrman J; Department of Biological Sciences, University of Southern California, LA, 90007, United States., Blei D; Center for Computational Mathematics, Flatiron Institute, New York, NY, 10010, United States.; Department of Statistics and Computer Science, Columbia University, New York, NY, 10027, United States., Müller CL; Center for Computational Mathematics, Flatiron Institute, New York, NY, 10010, United States.; Computational Health Center, Helmholtz Zentrum München, Munich, 85764, Germany.; Department of Statistics, LMU München, Munich, 80539, Germany.
Source: ISME communications [ISME Commun] 2025 May 02; Vol. 5 (1), pp. ycaf062. Date of Electronic Publication: 2025 May 02 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9918205372406676 Publication Model: eCollection Cited Medium: Internet ISSN: 2730-6151 (Electronic) Linking ISSN: 27306151 NLM ISO Abbreviation: ISME Commun Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Mishra+A%22">Mishra A</searchLink>; Department of Statistics, University of Georgia, Athens, GA, 30606, United States.<br /><searchLink fieldCode="AU" term="%22McNichol+J%22">McNichol J</searchLink>; Department of Biology, St. Francis Xavier University, Antigonish, NS, B2G 2W5, Canada.; Department of Biological Sciences, University of Southern California, LA, 90007, United States.<br /><searchLink fieldCode="AU" term="%22Fuhrman+J%22">Fuhrman J</searchLink>; Department of Biological Sciences, University of Southern California, LA, 90007, United States.<br /><searchLink fieldCode="AU" term="%22Blei+D%22">Blei D</searchLink>; Center for Computational Mathematics, Flatiron Institute, New York, NY, 10010, United States.; Department of Statistics and Computer Science, Columbia University, New York, NY, 10027, United States.<br /><searchLink fieldCode="AU" term="%22Müller+CL%22">Müller CL</searchLink>; Center for Computational Mathematics, Flatiron Institute, New York, NY, 10010, United States.; Computational Health Center, Helmholtz Zentrum München, Munich, 85764, Germany.; Department of Statistics, LMU München, Munich, 80539, Germany.
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  Data: <searchLink fieldCode="JN" term="%229918205372406676%22">ISME communications</searchLink> [ISME Commun] 2025 May 02; Vol. 5 (1), pp. ycaf062. <i>Date of Electronic Publication: </i>2025 May 02 (<i>Print Publication: </i>2025).
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        Value: 10.1093/ismeco/ycaf062
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