Multivariable Association Discovery in Population-scale Meta-omics Studies
Multivariable Association Discovery in Population-scale Meta-omics Studies
About this item
Full title
Author / Creator
Mallick, Himel , Rahnavard, Ali , Mciver, Lauren J , Ma, Siyuan , Zhang, Yancong , Nguyen, Long H , Tickle, Timothy L , Weingart, George , Ren, Boyu , Schwager, Emma H , Chatterjee, Suvo , Thompson, Kelsey N , Wilkinson, Jeremy E , Subramanian, Ayshwarya , Lu, Yiren , Waldron, Levi , Paulson, Joseph N , Franzosa, Eric A , Hector Corrada Bravo and Huttenhower, Curtis
Publisher
Cold Spring Harbor: Cold Spring Harbor Laboratory Press
Journal title
Language
English
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Publication information
Publisher
Cold Spring Harbor: Cold Spring Harbor Laboratory Press
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More information
Scope and Contents
Contents
Abstract It is challenging to associate features such as human health outcomes, diet, environmental conditions, or other metadata to microbial community measurements, due in part to their quantitative properties. Microbiome multi-omics are typically noisy, sparse (zero-inflated), high-dimensional, extremely non-normal, and often in the form of coun...
Alternative Titles
Full title
Multivariable Association Discovery in Population-scale Meta-omics Studies
Authors, Artists and Contributors
Author / Creator
Rahnavard, Ali
Mciver, Lauren J
Ma, Siyuan
Zhang, Yancong
Nguyen, Long H
Tickle, Timothy L
Weingart, George
Ren, Boyu
Schwager, Emma H
Chatterjee, Suvo
Thompson, Kelsey N
Wilkinson, Jeremy E
Subramanian, Ayshwarya
Lu, Yiren
Waldron, Levi
Paulson, Joseph N
Franzosa, Eric A
Hector Corrada Bravo
Huttenhower, Curtis
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Primary Identifiers
Record Identifier
TN_cdi_proquest_journals_2505741425
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2505741425
Other Identifiers
E-ISSN
2692-8205
DOI
10.1101/2021.01.20.427420
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https://www.proquest.com/docview/2505741425?pq-origsite=primo&accountid=13902
