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CC = Colorado Convention Center   H = Hyatt Regency Denver at Colorado Convention Center
* = applied session       ! = JSM meeting theme

Activity Details

340 Tue, 7/30/2019, 10:30 AM - 12:20 PM CC-501
SPEED: Bayesian Methods, Part 1 — Contributed Speed
Section on Bayesian Statistical Science, Section on Statistics in Defense and National Security
Chair(s): Chris Gotwalt, SAS Institute Inc.
Poster Presentations for this session.
10:35 AM Bayesian Spatially Clustered Coefficient Regression
Zhao Tang Luo, Texas A&M University; Huiyan Sang, Texas A&M University; Bani Mallick, Texas A&M University
10:40 AM Spatial Cox Model with Applications on Multiple Sclerosis Patients
HSIUCHING CHANG, IQVIA; Hyokoung Grace Hong, Michigan State Universtiy; Yu Yue, The City University of New York
10:45 AM Variational Inference for Latent Space Models for Dynamic Networks
Yan Liu, University of Illinois at Urbana-Champaign; Yuguo Chen, University of Illinois at Urbana-Champaign
10:50 AM A New Flexible Prior Being Local and Nonlocal for Bayesian Variable Selection
Liangliang Zhang, M.D. Anderson Cancer Center
10:55 AM A Bayesian Two-Part Quantile Regression Model for Count Data with Excess Zeros

Clay King, Colorado Mesa University; Joon Jin Song, Baylor University
11:00 AM Nonparametric Density Estimation and Regression Using Coarse Count Data

Jacob Coleman
11:05 AM Revisiting the Proton-Radius Problem Using Constrained Gaussian Processes
Shuang Zhou, Texas A&M University; Pablo Giulani, Florida State University; Jorge Piekarewicz, Florida State University; Anirban Bhattacharya, TAMU; Debdeep Pati, Texas A&M University
11:10 AM An Investigation into How Model Uncertainty Is Reflected Through the Posterior Variance for Partial Regression Coefficients

Katharine Banner, Montana State University; Megan Higgs, Montana State University
11:15 AM An Objective Bayesian Multiple Testing for Correlated Binomial Proportions
Siva Sivaganesan, University of Cincinnati; Emrah Gecili, Cincinnati Children's Hospital Medical Center
11:20 AM Bayesian Model Selection Using Mass-Nonlocal Prior
Guiling Shi, Amgen
11:30 AM The Use of Experimental Design and Bayesian Logistic Models in Defense Analysis: a Case Study
Keyla Pagan-Rivera
11:35 AM Bayesian Model Selection and Averaging in the Presence of Latent Heteroscedasticity in Linear Models

Thomas Metzger, Virginia Tech; Christopher Franck, Virginia Tech
11:40 AM Predictive Density Estimation of Multivariate Skew-Normal Distribution
Othmane Kortbi, UAE University Al-Ain
11:45 AM Bayesian Inference for Exponential Random Graph Models via Kernel Bayes Rule

Fan Yin, University of California, Irvine; Carter Tribley Butts, University of California, Irvine
11:50 AM Adaptive Variable Selection for Sequential Prediction in Multivariate Dynamic Models

Isaac Lavine, Duke University; Michael Lindon, Tesla; Mike West, Duke University
11:55 AM Bayesian Quantile Regression Applied to Time Between Healthcare-Associated Infection Events
Jonathan Edwards, Center for Disease Control & Prevention
12:00 PM A Distributed MCMC Sampler for Latent Dirichlet Allocation

Kelson Zawack, Yale University; Hongyu Zhao, Yale
12:05 PM High-Dimensional Posterior Consistency in Mixed Frequency Bayesian Vector Autoregressive Models
Nilanjana Chakraborty, University of Florida; George Michailidis, University of Florida; Kshitij Khare, University of Florida
12:10 PM A New Bayesian Person-Fit Analysis Method for Item Response Theory Models Using Pivotal Discrepancy Measures

Adam Combs, Robert Morris University
12:15 PM Ordinal Probit Functional Regression Models with Application to Computer-Use Behavior in Rhesus Monkeys

Mark Meyer, Georgetown University; Jeffrey S. Morris, M.D. Anderson Cancer Center; Regina Paxton Gazes, Bucknell University; Robert R. Hampton, Emory University and Yerkes National Primate Research Center; Brent A. Coull, Harvard T. H. Chan School of Public Health