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338 ! Tue, 8/9/2022, 2:00 PM - 3:50 PM CC-155
Novel Bayesian Methods in Genetic and Genomic Studies — Contributed Papers
Section on Statistics in Genomics and Genetics
Chair(s): Kimberly Siegmund, University of Southern California
2:05 PM IIMPACT: Integrating Image and Molecular-Based Profiles to Analyze and Cluster Spatial Transcriptomics Data
Xi Jiang, Southern Methodist University; Qiwei Li, The University of Texas at Dallas; Guanghua Xiao, The University of Texas Southwestern Medical Center; Lin Xu, The University of Texas Southwestern Medical Center
2:20 PM Bayesian Estimation of a Joint Semiparametric Recurrent Event Model of Multiple Cancer Types with Applications to the Li-Fraumeni Syndrome
Nam Hoai Nguyen, Rice University; Seung Jun Shin, Korea University; Jing Ning, UT MD Anderson Cancer Center; Elissa Dodd-Eaton, The University of Texas MD Anderson Cancer Center; Wenyi Wang, The University of Texas MD Anderson Cancer Center
2:35 PM MCMC-CE: Fast and Accurate Computation of the Marginal Likelihood with Applications in Genomic Data Analysis
Yang Shi, Augusta University
2:50 PM Incorporating Cell-Type Hierarchy Improves Cell-Type Specific Differential Analyses in Bulk Omics Data
Luxiao Chen, Emory University; Ziyi Li, The University of Texas MD Anderson Cancer Center; Hao Wu, Emory University
3:05 PM Bayesian Hierarchical Hypothesis Testing in Large-Scale Genome-Wide Association Study
Anirban Samaddar, Michigan State University; Tapabrata Maiti, Michigan State University; Gustavo de los Campos, Michigan State University
3:20 PM Variational Supertrees for Bayesian Phylogenetics
Michael Karcher, Muhlenberg College; Erick Matsen, Fred Hutchinson Cancer Research Center; Cheng Zhang, Peking University
3:35 PM Floor Discussion