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66 Mon, 8/3/2020, 10:00 AM - 2:00 PM Virtual
Novel Bayesian Methodology with Health Applications — Contributed Papers
ENAR
Chair(s): Debamita Kundu, National Cancer Institute
Variable Screening in Bayesian Longitudinal Mixture Models
Md Nazir Uddin, University of Louisville; Jeremy Thomas Gaskins, University of Louisville; Kiranmoy Das, Indian Statistical Institute
EHR Phenotyping of Depressed Patients: A Hierarchical Bayesian Latent Variable Modeling Approach
Wenna Xi, Weill Medical College, Cornell University; Samprit Banerjee, Weill Medical College, Cornell University
A Longitudinal Bayesian Mixed Effects Model with Hurdle Conway-Maxwell-Poisson Distribution
Jeremy Thomas Gaskins, University of Louisville; Tong Kang, Department of Biostatistics, University of Florida; Somnath Datta, University of Florida; Steven Levy, Department of Preventive and Community Dentistry, University of Iowa
Conditional Adaptive Bayesian Spectral Analysis of Replicated Multivariate Time Series
Scott Alan Bruce, George Mason University; Zeda Li, Baruch College; Clinton Wutzke, George Mason University; Yang Long, Baruch College
A Multilevel Mediation Model for Categorical Mediator and Outcome: Assessing the Impact of the HEART Care Pathway on Physician Inpatient Admitting Rates and Patient Admission Risk
Ernest Shen, Kaiser Permanente; Aileen Baecker, Kaiser Permanente; Adam Sharp, Kaiser Permanente; Yi-Lin Wu, Kaiser Permanente; Benjamin Sun, University of Pennsylvania
Predicting the Relapse of Psychotic Depression: A Bayesian Joint Modeling Approach
Yiyuan Wu, Weill Cornell Medical College; Wenna Xi, Weill Medical College, Cornell University; Samprit Banerjee, Weill Medical College, Cornell University
A Bayesian Nonparametric Approach for Estimating Causal Effects for Longitudinal Data
Kumaresh Dhara, University of Florida; Michael Daniels, University of Florida