Advances in Modern Bayesian Methods for Complex Biomedical Data

Mon, Aug 5, 8:30 AM - 10:20 AM

Gail PotterChair

Biometrics Section

4 Presentations

Bayesian Additive Regression Trees for Pooled Biomonitoring Data

8:35 AM - 8:50 AM

Yizeng Li (University of South Carolina)

Co-authors: Dewei Wang (University of South Carolina)

Regularized Bayesian varying coefficient mixed models for group testing data

8:50 AM - 9:05 AM

Dewei Wang (University of South Carolina)

Co-authors: Yizeng Li (University of South Carolina)

Bayesian multivariate joint model of longitudinal, recurrent and competing-risk terminal processes

9:05 AM - 9:20 AM

Qi Qian (University of California, Los Angeles)

Co-authors: Danh Nguyen (University of California-Irvine), Esra Kurum (University of California-Riverside), Sudipto Banerjee (University of California Los Angeles), Connie Rhee (Department of Medicine, University of California, Los Angeles), Damla Senturk (University of California-Los Angeles)

Joint Bayesian Hidden Markov Model with Subject-Specific Transitions for Analyzing Wearable Sensor Data

9:20 AM - 9:35 AM

Wenbo Fei (Columbia University)

Co-authors: Zhen Miao (Microsoft), Tianchen Xu, Yuanjia Wang (Columbia University)