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Contributed Papers

Bayesian Methods for the Analysis of -omics Data & other Medical Applications

Sun, Aug 4, 2:00 PM - 3:50 PM

Nairita GhosalChair

Section on Bayesian Statistical Science

6 Presentations

A Bayesian Approach to Estimating Mixture and Non-mixture Models for Right Censored Survival Data

2:05 PM - 2:20 PM

Durga Kutal (Augusta University)

Co-authors: Khyam Paneru (University of Tampa)

Bayesian Covariate Dependent Factor Model for Feature Interaction in Microbiome Study

2:20 PM - 2:35 PM

Shuangjie Zhang (UC Santa Cruz)

Co-authors: Juhee Lee (UC Santa Cruz)

Inferring cancer-specific mutation signatures using a Bayesian tree-based supervised topic model

2:35 PM - 2:50 PM

Shuangcheng Hua

Co-authors: Saptarshi Chakraborty (University At Buffalo)

Modelling multivariate network meta-analysis: Bayesian approach with composite likelihood inference

2:50 PM - 3:05 PM

Yifei Wang (Southern Methodist University)

Co-authors: Yulun Liu

Robust Bayesian Integrative Modeling of Single Cell and Spatial Transcriptomics Data

3:05 PM - 3:20 PM

Co-authors: Jiang Xi (Southern Methodist University and The University of Texas Southwestern Medical Center), Qiwei Li (University of Texas At Dallas)

Using a Dirichlet mixture model to detect concomitant changes in allele frequencies

3:20 PM - 3:35 PM

Emma Mitchell (University of North Carolina at Chapel Hil)

Co-authors: Jan Hannig (University of North Carolina at Chapel Hill), Corbin Jones (UNC), Wen Shi (unknown)

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