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CC = Walter E. Washington Convention Center   M = Marriott Marquis Washington, DC
* = applied session       ! = JSM meeting theme

Activity Details

557 Thu, 8/11/2022, 10:30 AM - 12:20 PM CC-204A
New Directions in Bayesian Methods for Longitudinal and Graph Data — Contributed Papers
Section on Bayesian Statistical Science
Chair(s): Sameer Deshpande, UW-Madison
10:35 AM Inference of Random Dot Product Graphs with a Surrogate Likelihood Function
Dingbo Wu, Indiana University; Fangzheng Xie, Indiana University
10:50 AM Methodological Improvement of Bayesian Additive Regression Trees for Classification Problems Using Novel Priors or Model Averaging
Xiao Li, Medical College of Wisconsin; Rodney A Sparapani, Medical College of Wisconsin; Purushottam W Laud, Medical College of Wisconsin; Brent R Logan, Medical College of Wisconsin
11:05 AM Constrained Bayesian Hierarchical Models for Gaussian Data: A Criterion Based Approach
Qingying Zong, Florida state university; Jonathan R Bradley, Florida State University
11:20 AM A Bayesian Hierarchical Spatially Varying Coefficients Model for Longitudinal Structural Data in Glaucomatous Eyes
Erica Su, UCLA Biostatistics; Andrew Holbrook, UCLA Biostatistics; Robert Erin Weiss, UCLA Biostatistics; Kouros Nouri-Mahdavi, UCLA Stein Eye Institute
11:35 AM Bayesian Joint Modeling and Selection Among Many Biomarkers Measured Longitudinally
Soumya Sahu, Biostatistics, University of Illinois Chicago; Sanjib Basu, Biostatistics, University of Illinois Chicago; Jiehuan Sun, Biostatistics, University of Illinois Chicago; Joelle Hallak, Ophthalmology, Illinois Eye and Ear Infirmary, University of Illinois Chicago; AbbVie
11:50 AM A Bayesian Bernoulli-Exponential Joint Model for Longitudinal Outcomes and Informative Time Points
Michael Safo Oduro, University of Northern Colorado; Khalil Shafie, University of Northern Colorado
12:05 PM Individualized Inference Using Bayesian Quantile Directed Acyclic Graphical Models
Ksheera Sagar K. N. , Purdue University; Yang Ni, Texas A&M University; Veera Baladandayuthapani, University of Michigan; Anindya Bhadra, Purdue University