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385 ! Wed, 8/5/2020, 1:00 PM - 2:50 PM Virtual
Recent Advances in Bayesian Methods for the Analysis of Microbiome Count Data — Invited Papers
Section on Bayesian Statistical Science, International Society for Bayesian Analysis (ISBA), Biometrics Section
Organizer(s): Qiwei Li, The University of Texas at Dallas
Chair(s): Qiwei Li, The University of Texas at Dallas
1:05 PM Multinomial Matrix Factorization for Microbiome Data
Yang Ni, Texas A&M University
1:25 PM A Bayesian Nonparametric Analysis for Zero-Inflated Multivariate Count Data with Application to Microbiome Study
Kurtis Shuler, UCSC; Juhee Lee, UCSC; Irene Chen, University of California Santa Barbara; Samul Verbanic, University of California Santa Barbara
1:45 PM HARMONIES: A Hybrid Approach for Microbiome Networks Inference via Exploiting Sparsity
Shuang Jiang, Southern Methodist University
2:05 PM Efficient Bayesian Estimation of Microbiome Association Networks
Christine B. Peterson, The University of Texas MD Anderson Cancer Center; Nathan Osborne, Rice University; Marina Vannucci, Rice University
2:25 PM Discussant: Xiaowei Zhan, The University of Texas Southwestern Medical Center
2:45 PM Floor Discussion