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432 * ! Thu, 8/12/2021, 4:00 PM - 5:50 PM Virtual
Novel Statistical Methods for Microbiome Data Analysis — Topic-Contributed Papers
Section on Statistics in Genomics and Genetics, Biometrics Section, ENAR
Organizer(s): Xiang Zhan , Penn State University
Chair(s): Arun Srinivasan, Penn State University
4:05 PM Controlled Microbiome Variable Selection Analysis
Xiang Zhan , Penn State University; Arun Srinivasan, Penn State University; Lingzhou Xue, Penn State University and National Institute of Statistical Sciences
4:25 PM Corncob: Statistical Modeling of Microbial Abundances and Dysbiosis with Beta-Binomial Regression
Bryan D Martin, University of Washington; Daniela Witten, University of Washington; Amy D Willis, University of Washington
4:45 PM Meta-Analysis of Microbiome Studies for Selecting Disease-Associated Microbial Signatures
ZhengZheng Tang, University of Wisconsin-Madison
5:05 PM Rarefaction-Based Extensions of the LDM and PERMANOVA for Testing Presence-Absence Associations in the Microbiome
Yijuan Hu, Emory University; Andrea Lane, Emory University; Glen Satten, Emory University
5:25 PM Dimension Reduction of Longitudinal Microbiome Data via Tensor Functional SVD
Pixu Shi, Duke University; Rungang Han, University of Wisconsin-Madison; Anru Zhang, Duke University
5:45 PM Floor Discussion