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149 * ! Tue, 8/10/2021, 10:00 AM - 11:50 AM Virtual
Recent Advances in Statistical Methods for Microbiome Data — Invited Papers
International Indian Statistical Association, Section on Statistics in Genomics and Genetics, ENAR
Organizer(s): Subharup Guha, University of Florida
Chair(s): Subharup Guha, University of Florida
10:05 AM Bioinformatics Pre-Processing of Microbiome Data with an Application to Metagenomic Forensics
SOMNATH DATTA, University of Florida; Samuel Anyaso-Samuel, University of Florida; Archie Sachdeva, University of Florida; Subharup Guha, University of Florida
10:30 AM Feature Selection for Microbiome Studies in the Presence of Confounding Using Standardization
Emily Goren, Iowa State University; Chong Wang, Iowa State University; Peng Liu, Iowa State University
10:55 AM Dirichlet-Multinomial Regression Models with Bayesian Variable Selection for Microbiome Data
Marina Vannucci, Rice
11:20 AM Generalized Matrix Decomposition for Exploration, Estimation, and Inference in Two-Way Structured Data
Timothy Randolph, Fred Hutch Cancer Research Center; Ali Shojaie, University of Washington; Yue Wang, Arizona State University ; Jing Ma, Fred Hutchinson Cancer Research Center
11:45 AM Floor Discussion