Keyword Search
Sessions Were Renumbered as of May 19.
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CC-W = McCormick Place Convention Center, West Building, CC-N = McCormick Place Convention Center, North Building
H = Hilton Chicago, UC= Conference Chicago at University Center
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Hierarchical model returned 59 record(s)
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Sunday, 07/31/2016
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Defining and Estimating Reliability in Hierarchical Logistic Regression Models for Health Care Provider Profiling
Jessica Hwang, RAND Corporation; John Adams, Kaiser Permanente; Susan M. Paddock, RAND Corporation
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A Fully Bayesian Strategy for High-Dimensional Hierarchical Modeling Using Massively Parallel Computing
William Landau, Iowa State University; Jarad Niemi, Iowa State University
2:05 PM
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Using a Power Prior to Improve County-Level Diabetes Incidence Estimation
Hui Xie, CDC; Deborah Rolka, CDC
2:35 PM
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Bayesian Joint Modeling of Response Times with Dynamic Latent Ability in Educational Testing
Abhisek Saha, University of Connecticut; Xiaojing Wang, University of Connecticut; Dipak Dey, University of Connecticut
4:05 PM
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Incorporation of Individual Patient Data in Network Meta-Analysis for Multiple Continuous Endpoints, with Application to Diabetes Treatment
Hwanhee Hong, Johns Hopkins Bloomberg School of Public Health; Haoda Fu; Karen Price, Eli Lilly and Company; Bradley Carlin, University of Minnesota
4:45 PM
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Scalable Bayes Under Informative Sampling
Terrance Savitsky, Bureau of Labor Statistics; Sanvesh Srivastava, University of Iowa
5:05 PM
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Monday, 08/01/2016
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Subgroup Analyses for Count Data Using Bayesian Empirical Meta-Analytical Predictive Priors
Wei-Chen Chen, FDA/CBER; Judy X. Li, FDA; John Scott, FDA
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Predicting Human Driving Behavior to Help Driverless Vehicles Drive: Random Intercept Bayesian Additive Regression Trees
Yaoyuan Vincent Tan, University of Michigan; Carol A. C. Flannagan, University of Michigan Transport Research Institute; Michael Elliott, University of Michigan
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Combining Information from Multiple Marks in a Marked Point Pattern
Philip Dixon, Iowa State University
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Clustering Mutations and Estimating Contamination Rates via Bayesian Nonparametrics
Putu Ayu Sudyanti, Purdue University; Vinayak Rao, Purdue University; Hyonho Chun, Purdue University
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Identification of Genetic Effects on Abnormalities of Cardiac Structure and Function Using Bayesian Hierarchical Model
Akram Yazdani, The University of Texas Health Science Center at Houston; Azam Yazdani; Luca Sartore, National Institute of Statistical Sciences; Eric Boerwinkle, The University of Texas Health Science Center at Houston
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Bayesian Spatio-Temporal Modeling of Multi-Pathogen Infectious Diseases Using Data from Multiple Sources
Hunter Merrill, University of Florida; Xueying Tang, University of Florida; Yang Yang, University of Florida; Nikolay Bliznyuk, University of Florida
8:35 AM
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Combining Information from Multiple Marks in a Marked Point Pattern
Philip Dixon, Iowa State University
9:15 AM
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Spatial Variability in the Persistence of PCV-Targeted Pneumococcal Serotypes Among Adults
Joshua Warren, Yale University; S. Cassandra Pingali, Yale University; Daniel Weinberger, Yale University
9:20 AM
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A Bayesian Hierarchical Model of Pitch Framing in Major League Baseball
Sameer Deshpande, The Wharton School; Abraham J. Wyner, The Wharton School
9:50 AM
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Calibration with Multiplicative Means but Additive Errors: A Log Normal Approach
Yang Chen, Harvard; Xufei Wang, Harvard; Xiao-Li Meng, Harvard; Herman Marshall, MIT; David A. van Dyk, Imperial College London; Matteo Guainazzi, JAXA; Paul Plucinsky, CXC/CfA; Vinay Kashyap, Harvard
9:55 AM
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Predicting Human Driving Behavior to Help Driverless Vehicles Drive: Random Intercept Bayesian Additive Regression Trees
Yaoyuan Vincent Tan, University of Michigan; Carol A. C. Flannagan, University of Michigan Transport Research Institute; Michael Elliott, University of Michigan
10:55 AM
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Hierarchical Regression and Variance-Function Modeling to Estimate the Inter-Rater Intraclass Correlation Coefficient in Assessments of Shared Decision Making
James O'Malley, Geisel School of Medicine at Dartmouth; Paul J. Barr, Geisel School of Medicine at Dartmouth; Glyn Elwyn, Geisel School of Medicine at Dartmouth
11:00 AM
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Identification of Genetic Effects on Abnormalities of Cardiac Structure and Function Using Bayesian Hierarchical Model
Akram Yazdani, The University of Texas Health Science Center at Houston; Azam Yazdani; Luca Sartore, National Institute of Statistical Sciences; Eric Boerwinkle, The University of Texas Health Science Center at Houston
11:05 AM
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Profiling Hospitals Based on Degree of Aggressiveness in Treating Patients with Advanced Cancer
Tianyi Cai, Harvard; Sherri Rose, Harvard Medical School; Deborah Schrag, Dana-Farber Cancer Institute; Francesca Dominici, Harvard T.H. Chan School of Public Health
11:35 AM
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Process-Based Hierarchical Models for Coupling High-Dimensional LiDAR and Forest Variables Over Large Geographic Domains
Andrew Finley, Michigan State University; Sudipto Banerjee, University of California at Los Angeles; Yuzhen Zhou, University of Nebraska - Lincoln; Bruce Cook, NASA
11:35 AM
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Dependent Latent Effects Modeling for Survey Estimation with Application to the Current Employment Statistics Survey
Julie Gershunskaya, Bureau of Labor Statistics; Terrance Savitsky, Bureau of Labor Statistics
11:40 AM
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Clustering Mutations and Estimating Contamination Rates via Bayesian Nonparametrics
Putu Ayu Sudyanti, Purdue University; Vinayak Rao, Purdue University; Hyonho Chun, Purdue University
11:55 AM
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Spatial Data Fusion for Large Non-Gaussian Remote Sensing Data Sets
Hongxiang Shi, University of Cincinnati; Emily Lei Kang, University of Cincinnati
2:20 PM
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A Bayesian HSROC Model for Meta-Analysis of Multiple Diagnostic Tests
Qinshu Lian, University of Minnesota; Haitao Chu, University of Minnesota
2:25 PM
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Hierarchical Time Series Forecasting
Julie Novak, IBM; Beatriz E. Etchegaray Garcia, IBM Research; Yasuo Amemiya, IBM Research
2:45 PM
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Spatio-Temporal Change of Support with Application to American Community Survey Multi-Year Period Estimates
Scott H. Holan, University of Missouri; Jonathan R. Bradley, University of Missouri; Christopher Wikle, University of Missouri
2:55 PM
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A Bayesian Hierarchical Model for Pathway Analysis with Simultaneous Inference on Pathway-Gene-SNP Structure
Lei Zhang, The University of Texas at Dallas; Swati Biswas, The University of Texas at Dallas; Pankaj Choudhary, The University of Texas at Dallas
3:20 PM
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Bayesian Statistical Models Assessing Disease Modification Drug Effects Using Doubly Randomized Delayed-Start and Matched Control Designs
Ibrahim Turkoz, Janssen R&D; Marc Sobel, Temple University
3:20 PM
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Tuesday, 08/02/2016
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Biomarker Detection and Categorization in RNA-Seq Meta-Analysis Using Bayesian Hierarchical Model
Tianzhou Ma, University of Pittsburgh; Faming Liang, University of Florida; George Tseng, University of Pittsburgh
8:35 AM
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Allele-Specific RNA Expression Analysis Using Bayesian Hierarchical Models
Ignacio Alvarez, Iowa State University; Jarad Niemi, Iowa State University; Dan Nettleton, Iowa State University
9:35 AM
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Using Hierarchical Models to Understand P300-Wave--Based Brain-Computer Interface Performance Among Disabled Adults
Maryclare Griffin; Peter Hoff, University of Washington
10:05 AM
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Statistical Models for Single Cell RNA RNA Analysis
Nancy Zhang, University of Pennsylvania; Cheng Jia, University of Pennsylvania; Yuchao Jiang, University of Pennsylvania; Mingyao Li, University of Pennsylvania
10:55 AM
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A Bayesian Hypothesis-Testing Framework for Detecting Differentially Expressed Genes
Claudio Fuentes, Oregon State University; Luis Leon Novelo, The University of Texas Health Science Center at Houston; Sarah Emerson, Oregon State University
11:05 AM
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Objective Bayesian Analysis for Gaussian Improper CAR Models
Matthew James Keefe, Virginia Tech; Marco A. R. Ferreira, Virginia Tech; Christopher T. Franck, Virginia Tech
11:20 AM
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Urban Heat Risk Mapping of Houston, Texas, Using Multiple Point Patterns
Jacob Mortensen, Brigham Young University; Matthew J. Heaton, Brigham Young University; Olga Wilhelmi, National Center for Atmospheric Research
2:05 PM
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Student Gains in Conceptual Understanding in Introductory Statistics with and Without a Curriculum Focused on Simulation-Based Inference
Beth Chance, Cal Poly
2:25 PM
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Prediction of Brain Functional Connectivity in Resting-State fMRI Data Using a Bayesian Hierarchical Model
Tian Dai, Emory University; Ying Guo, Emory University
3:05 PM
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Point Pattern Analysis of Geological Surface Features on Io
E. Neeley Tass, Brigham Young University; Jani Radebaugh, Brigham Young University
3:05 PM
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Wednesday, 08/03/2016
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Clustering Functional Data from High-Throughput Sequencing Assays
Emery Goossens; Heejung Shim, Purdue University
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On Bayes and Frequentist Meta-Analyses
Hal Li, Merck Research Laboratories; William William Wang, Merck Research Laboratories
9:05 AM
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A Bayesian Hierarchical Model for Combining Several Crop Yield Indications
Nathan B. Cruze, USDA/NASS
9:05 AM
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HPRM: Hierarchical Principal Regression Model of Diffusion Tensor Bundle Statistics
Jingwen Zhang; Hongtu Zhu, The University of North Carolina at Chapel Hill; Joseph G. Ibrahim, The University of North Carolina at Chapel Hill
9:35 AM
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Bayesian Network-Response Regression
Lu Wang, Duke University; Daniele Durante, University of Padua; David Dunson, Duke University
9:35 AM
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Dirichlet Process Mixture Model for High-Dimensional Gene Expression Data
Eric Mittman, Iowa State University; Jarad Niemi, Iowa State University
9:50 AM
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Assessing Sensitivity to Unmeasured Confounding in Multilevel Models Using a Simulated Potential Confounder
Nicole Carnegie, University of Wisconsin - Milwaukee; Jennifer L. Hill, New York University; Vincent Dorie, New York University
9:50 AM
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Clustering Functional Data from High-Throughput Sequencing Assays
Emery Goossens; Heejung Shim, Purdue University
9:50 AM
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Small-Area Estimation for High-Dimensional Non-Gaussian Dependent Data
Jonathan R. Bradley, University of Missouri; Scott H. Holan, University of Missouri; Christopher Wikle, University of Missouri
11:35 AM
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Integrating Independent Spatio-Temporal Models to Assess Population Trends
John VanBuren, University of Iowa; Jacob J. Oleson, University of Iowa
11:55 AM
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Optimal Shrinkage Estimation in Heteroscedastic Hierarchical Models: Beyond Gaussian
Samuel Kou, Harvard; Lawrence D. Brown, University of Pennsylvania; Xianchao Xie, Two Sigma Investments
2:30 PM
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Flexible Prior Specification Through Empirical Reparameterization in Hierarchical Models for RNA-Seq Experiments
Andrew Lithio, Iowa State University; Dan Nettleton, Iowa State University
2:35 PM
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Determining the Nesting Structure for Hierarchical Models Fitted to Education Data
Ulrike Genschel, Iowa State University; Jillian Downey, Iowa State University; Mark Kaiser, Iowa State University
3:05 PM
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Thursday, 08/04/2016
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Capitalizing on the Use of Basis Sets in Regression Spline Mixed Models
Karen Nielsen
9:05 AM
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Hierarchical Statistical Analysis of Binary Spatial Data Using Kernel Principal Component Analysis
Bohai Zhang, University of Wollongong; Noel Cressie, University of Wollongong
9:50 AM
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Leaving No One Behind: Estimating HIV Epidemics at Sub-National and Sub-Population Level
Le Bao, Penn State University; Ben Sheng, Penn State University; Xiaoyue Niu, Penn State University; Yuan Tang, Penn State University
11:00 AM
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Individualizing Prognosis of Disease Trajectories Using Longitudinal Electronic Medical Record Data: Application to Scleroderma
Suchi Saria, The Johns Hopkins University; Peter Schulam, The Johns Hopkins University
11:00 AM
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Use of Co-Data in Clinical Trials with Time-to-Event Endpoint
Satrajit Roychoudhury, Novartis
11:35 AM
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Integrated Analysis of Cell Survival Data with Family-Based Genetic Studies to Treat Neurodegenerative Diseases
Daisy Philtron, Penn State University
11:35 AM
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Biomass Prediction Using Density-Dependent Diameter Distribution Models
Erin M. Schliep, University of Missouri; Alan E. Gelfand; James S. Clark, Duke University; Bradley J. Tomasek, Duke University
12:05 PM
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