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423 * ! Thu, 8/12/2021, 4:00 PM - 5:50 PM Virtual
Bayesian Microbiomics — Invited Papers
International Society for Bayesian Analysis (ISBA), Section on Bayesian Statistical Science, Biometrics Section
Organizer(s): Tony Pourmohamad, Genentech, Inc.
Chair(s): Tony Pourmohamad, Genentech, Inc.
4:05 PM Bayesian Zero-Constrained Regression Modeling with Structured Prior for Microbiome Feature Selection
Liangliang Zhang, The University of Texas MD Anderson Cancer Center; Yushu Shi, The University of Missouri Columbia; Kim-Anh Do, The University of Texas MD Anderson Cancer Center; Robert Jenq, The University of Texas MD Anderson Cancer Center; Christine B. Peterson, The University of Texas MD Anderson Cancer Center
4:25 PM Logistic-tree Normal Model for Microbiome Compositions
Li Ma, Duke University; Jialiang Mao, LinkedIn; Zhuoqun Wang, Duke University
4:45 PM Bayesian Modeling of Metagenomic Sequencing Data for Differential Abundance Analysis
Qiwei Li, The University of Texas at Dallas; Shuang Jiang, Southern Methodist University; Nicole De Nisco, The University of Texas at Dallas; Andrew Y. Koh, The University of Texas Southwestern Medical Center; Guanghua Xiao, The University of Texas Southwestern Medical Center; Xiaowei Zhan, The University of Texas Southwestern Medical Center
5:05 PM Bayesian Variable Selection for High-Dimensional Rank Data
Susheela Singh, Youtube; Brian Reich, North Carolina State University; Can Cui, North Carolina State University; Ana-Maria Staicu, North Carolina State University
5:25 PM Discussant: Juhee Lee, University of California, Santa Cruz
5:45 PM Floor Discussion