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Sunday, 07/29/2012
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Simultaneous Linear Quantile Regression: A Semiparametric Bayesian Approach
Surya T Tokdar, Duke University
2:05 PM
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Inference for Finite Population Quantiles of Non-Normal Survey Data Using Bayesian Mixture of Splines
Qixuan Chen, Columbia University; Xuezhou Mao, Columbia University; Michael R. Elliott, University of Michigan; Roderick Little, University of Michigan/U.S. Census Bureau
2:05 PM
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Latent Factor Regression Models for Grouped Outcomes
Dawn Woodard, Cornell University; Tanzy Love, University of Rochester; David Ruppert, Cornell University; Sally Thurston, University of Rochester
2:05 PM
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Measurement Errors and Misclassifications in Covariates in Logistic Regression: Bayesian Adjustment of Main and Interaction Effects and the Sample Size Implications
Shahadut Hossain, UAE University
2:05 PM
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A Spatio-Temporal Bayesian Model for Syndromic Surveillance: Properties and Model Performance
Jian Zou, Indiana University Purdue University Indianapolis
2:05 PM
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Deriving Distributions via Simulation: Easy Ways to Incorporate Hard Distributions
Megan D. Higgs, Montana State University
2:05 PM
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A Multivariate Hidden Markov Model for the Analysis of Correlated Monotone Binary Processes
Maria Jose Garcia Zattera, Pontificia Universidad Católica de Chile; Alejandro Jara, Pontificia Universidad Católica de Chile; Emmanuel Lesaffre, Katholieke Universiteit Leuven; Guillermo Marshall, Pontificia Universidad Católica de Chile
2:05 PM
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Hierarchical Network Models for Education Research: Hierarchical Latent Space Models
Tracy M Sweet, Carnegie Mellon University; Andrew C Thomas, Carnegie Mellon University; Brian Junker, Carnegie Mellon University
2:20 PM
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Bayesian Gaussian Process Regression for High-Dimensional Data
Qing He, Emory University; Jian Kang, Emory University; Qi Long, Emory University
2:20 PM
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Joint Modeling of Survey and Survival Data to Estimate Population Trends in Mourning Doves
Nicholas Michaud, Iowa State University; Philip Dixon, Iowa State University
2:20 PM
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Benefits of Model-Based Drug Development: A Rigorous Case Study
Russell Reeve, Quintiles, Inc.
2:25 PM
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A Bayesian Test of Independence in a Two-Way Contingency Table Under Two-Stage Cluster Sampling
Dilli Bhatta, Worcester Polytechnic Institute
2:25 PM
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Semiparametric Bayesian Approach for Benefit-Risk Assessments in Dose-Finding Trials
Satrajit Roychoudhury, Novartis
2:25 PM
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A Bayesian Dose-Finding Design for Drug Combination Trials with Delayed Toxicities
Ying Yuan, MD Anderson Cancer Center; Suyu Liu, MD Anderson Cancer Center; Jing Ning, MD Anderson Cancer Center
2:30 PM
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An Integrated Hierarchical Bayesian Approach to Normalizing Left-Censored miRNA Data
Jia Kang, Merck
2:35 PM
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Generalized Bayesian Infinite Factor Models
Kassie Fronczyk, Rice University
2:35 PM
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Bayesian Inference for the Finite Population Total from a Heteroscedastic Probability Proportional to Size Sample
Sahar Zangeneh, University of Michigan; Roderick Little, University of Michigan/U.S. Census Bureau
2:45 PM
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Informative Variable Selection for Rare Variant Association Studies
Melanie Quintana, University of Southern California; David V Conti, University of Southern California
2:45 PM
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Bayesian Planning and Inference of a Progressively Censored Sample from Linear Hazard Rate Distribution
Ananda Sen, University of Michigan
2:45 PM
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Nowcasting Business Cycle Turning Points in an Uncertain Environment
Francesco Ravazzolo, Norges Bank; Knut Are Aastveit, Norges Bank; Herman van Dijk, Tinbergen Institute/Erasmus University Rotterdam
2:45 PM
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A Bayesian Approach for a Spatial Probit Model for Complex Survey Data: An Application with Chilean Crime Survey Data
Rolando De La Cruz, Pontificia Universidad Católica de Chile; Cristian Meza, Universidad de Valparaiso
2:50 PM
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Hierarchical Bayesian Functional Data Models with Model-Based Time-Frequency Predictors
Wen-Hsi Yang, University of Missouri-Columbia; Christopher Wikle, University of Missouri; Scott Holan, University of Missouri; Mark Wildhaber, U.S. Geological Survey
2:50 PM
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Joint Modeling of Binomial and Rank Responses
Bradley Barney, Kennesaw State University; Federica Amici, Max Planck Institute for Evolutionary Anthropology; Josep Call, Max Planck Institute for Evolutionary Anthropology; Filippo Aureli, Liverpool John Moores University; Valen E Johnson, MD Anderson Cancer Center
2:50 PM
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Bayesian Safety Monitoring and Stopping Rules with Incorporation of Historical Data in Medical Device Clinical Trials
Zengri Wang
3:05 PM
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Empirical Likelihood-Based Bayesian Methodology for Complex Survey Data Sets
Sanjay Chaudhuri, National University of Singapore
3:05 PM
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Bayesian Multivariate Inference for a Non-Standard Fuzzy Regression Discontinuity Design
Fan Li, Duke University; Fabrizia Mealli, University of Florence; Alessandra Mattei, University of Florence; Fei Liu, IBM T. J. Watson Research Center
3:05 PM
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Bayesian Models for Multiple Outcomes in Domains with Application to the Seychelles Child Development Study
Luo Xiao, Cornell University; Sally Thurston, University of Rochester; David Ruppert, Cornell University; Tanzy Love, University of Rochester; Philip W. Davidson, University of Rochester
3:05 PM
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Use of Bayesian Formula in Evaluating People
Shriniwas Katti, University of Missouri
3:05 PM
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The Bayesian Continual Reassessment Method Using a Mixture of Uniforms Prior
Thomas M Braun, University of Michigan
3:20 PM
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Modeling Functional Connectivity in the Human Brain with Incorporation of Structural Connectivity
Wenqiong Xue, Emory University; F. DuBois Bowman, Emory University
3:20 PM
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Bayesian Analysis of Competing Risks in Accelerated Life Testing
Sanjib Basu, Northern Illinois University
3:25 PM
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Bayesian Approach to Estimating Reproductive Inhibition Potency in Aquatic Toxicity Testing
Jing Zhang, Miami University; A. John Bailer, Miami University; James T. Oris, Miami University
3:35 PM
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A New Class of Flexible Link Functions with Application to Species Co-Occurrence Study
Xun Jiang, University of Connecticut; Dipak K Dey, University of Connecticut
3:35 PM
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Fully Nonparametric Regression for Bounded Data Using Dependent Bernstein Polynomials
Alejandro Jara, Pontificia Universidad Católica de Chile; Andrés Felipe Barrientos, Pontificia Universidad Católica de Chile; Fernando Andrés Quintana, Pontificia Universidad Católica de Chile
3:35 PM
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Bayesian Approach in Detecting Change Points of a Hazard Rate
Peter Guarino, VA Cooperative Studies Program; Bingqing Zhou, Yale University/VA CSPCC West Haven; Jane Zhang, VA Cooperative Studies Program
3:35 PM
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Logistic Bayesian Lasso for Detecting Rare Haplotypes Using Family Trios
Meng Wang, The Ohio State University; Shili Lin, The Ohio State University
3:35 PM
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Flexible Regression Modeling and Inference via Dependent Polya Trees
Wesley Johnson, University of California at Irvine; Alejandro Jara, Pontificia Universidad Católica de Chile; Fernando Andrés Quintana, Pontificia Universidad Católica de Chile
4:05 PM
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Bayesian Method: Powerful, but Not Magical
Freda Cooner, FDA/CDER/OTS/OB
4:05 PM
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Bayesian Methods for Genetics and Brain Imaging
Wesley Thompson, University of California at San Diego
4:05 PM
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A Bayesian Analysis of Daily Weir Counts for Estimating Chinook Salmon Escapement
Margaret Short, University of Alaska Fairbanks; James Jasper, Alaska Department of Fish and Game; Chris Shelden, Alaska Department of Fish and Game
4:05 PM
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Bayesian Analysis for Semicontinuous Data Distribution: Forecasting Hospital Cost of Care Using Double Hurdle Model
Hsiu-Ching Chang, BlueCross BlueShield of Michigan
4:20 PM
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Bayesian Spatial Cox Regression of Childhood Asthma Hospital Readmissions
Chen Chen, Cincinnati Children's Hospital Medical Center; Bin Huang, Cincinnati Children's Hospital Medical Center
4:20 PM
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When Are Adaptive Designs Valuable and What Are the Efficiencies?
Scott Berry, Berry Consultants
4:25 PM
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Convergence Analysis of the Gibbs Sampler for Bayesian General Linear Mixed Models with Improper Priors
James P. Hobert, University of Florida; Jorge Carlos Roman, University of Florida
4:35 PM
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Bayesian Analysis of Competing Risks Cure Rate Regression Model
Qian Dong, Northern Illinois University; Sanjib Basu, Northern Illinois University
4:35 PM
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Bayesian Shape Matching and Protein Structure Alignment
Scott Schmidler, Duke University
4:45 PM
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A Bayesian Adaptive Design for Device Surveillance
Theodore Lystig, Medtronic; Thomas A Murray, University of Minnesota; Bradley P Carlin, University of Minnesota
4:45 PM
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Perturbation Detection Through Modeling of Gene Expression on a Latent Biological Pathway Network
Lisa Pham, Boston University; Luis Carvalho, Boston University; Scott Schaus, Boston University; Eric D Kolaczyk, Boston University
4:50 PM
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Calculating Expected Health Losses in Prospective Drug Safety Monitoring
Jessica Myers, Brigham and Women's Hospital; Amanda Patrick, Brigham and Women's Hospital; Milton Weinstein, Harvard School of Public Health; Robert Glynn, Harvard Medical School; Sebastian Schneeweiss, Brigham and Women's Hospital
4:50 PM
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Bayesian Sample Size Determination for a Cost-Effectiveness Study with Censored Costs
Daniel Beavers, Wake Forest University Health Sciences; James Stamey, Baylor University
4:50 PM
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Rating Student Research Across Disciplines: Assessing Reliability
Kristin Duncan, San Diego State University
4:50 PM
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Statistical Issues in Disease Diagnosis Using Public Gene Expression Data
Haiyan Huang, University of California at Berkeley
4:55 PM
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Application of Dependent Processes to Covariate-Adjusted Frailty Distributions in the Proportional Hazards Model
Timothy Hanson, University of South Carolina; Alejandro Jara, Pontificia Universidad Católica de Chile; Lianming Wang, University of South Carolina
4:55 PM
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A Spatial Bayesian Approach for Interpretable Modeling of Neuroimaging Meta-Analysis Data
Thomas E. Nichols, University of Warwick
5:05 PM
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Improving Bayesian Methods in Pharmacovigilance with Drug Hierarchies
Trevor Shaddox, University of California at Los Angeles; Marc A Suchard, University of California at Los Angeles
5:05 PM
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Bayesian Approach of the Joinpoint Regression Model for Brain Cancer Data
Ram Kafle, University of South Florida; Netra Khanal, University of Tampa; Chris P. Tsokos, University of South Florida
5:05 PM
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Commensurate Priors for Incorporating Historical Information in Clinical Trials
Brian Hobbs, MD Anderson Cancer Center; Daniel J. Sargent, Mayo Clinic; Bradley P Carlin, University of Minnesota
5:05 PM
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A Bayesian Approach to Establishing a Reference Particle Size Distribution in the Presence of Outliers
Garritt Page, Pontificia Universidad Católica de Chile; Stephen Vardeman, Iowa State University
5:05 PM
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Variance of Environmental Water Contaminants: Building Bayesian Priors for Use in Modeling Spatial and Temporal Variability of Emerging Contaminants
Michael Messner, EPA; Song Qian, Tetra Tech
5:05 PM
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A Simple Class of Bayesian Nonparametric Autoregression Models
Fernando Andrés Quintana, Pontificia Universidad Católica de Chile; Peter Mueller, The University of Texas at Austin; Maria Anna Di Lucca, Università Bocconi; Alessandra Guglielmi, Politecnico de Milano
5:20 PM
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Tracking Beliefs: Accurate Methods for Approximate Bayesian Computation Filtering
Laurent Calvet, HEC Paris; Veronika Czellar, HEC Paris
5:20 PM
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Bayesian Quantile Regression for Cystic Fibrosis Lung Function Data
Kameryn Denaro; Barbara Bailey, San Diego State University
5:25 PM
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Monday, 07/30/2012
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Issues in Adaptive Bayesian Dose-Finding Designs
Thomas M Braun, University of Michigan
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Bayesian Estimates of Shrubs Species Diversity in Arid Rangelands Under Two Grazing Management Systems in Northern Syria
Murari Singh, ICARDA; Abdoul Aziz Niane, ICARDA; Paul Struik, Wageningen University
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Ranking Women's College Hockey Teams: Ties and Home Ice
Michael Rutter, Penn State Erie, The Behrend College
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Spatially Modeling Occupancy for Detection Data Collected Using Alternating Survey Methods
Katherine St. Clair, Carleton College; Jun Young Park, Carleton College; Brian Gray, U.S. Geological Survey
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Bayesian System Network Modeling of Multiple Sparse Replicates
James Lawrence Norris, Wake Forest University; David John, Wake Forest University; Kristopher Patton, Wake Forest University
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Bayesian Nonparametric Analysis of Neuronal Intensity Rates
Sam Behseta, California State University/CHANCE; Athanasios Kottas, University of California at Santa Cruz; Valerie Poynor, University of California at Santa Cruz; David Moorman , Medical University of South Carolina
8:35 AM
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A Bayesian Hierarchical Framework for Modeling Brain Connectivity of Neuroimaging Data
Shuo Chen, Emory University; F. DuBois Bowman, Emory University
8:35 AM
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Bayesian Emulators in Spatial Inverse Problems
Anirban Mondal, Quantum Reservoir Impact
8:35 AM
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Bayesian Coalescent-Based Inference of Population Dynamics from Multiple Loci
Mandev Gill, University of California at Los Angeles; Beth Shapiro, Penn State University; Philippe Lemey, Katholieke Universiteit Leuven; Andrew Rambaut, University of Edinburgh; Marc A Suchard, University of California at Los Angeles
8:35 AM
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A Bayesian Multiple Imputation Method for Correlated Measurements Subject to Limits of Detection
Kai Ding, University of Oklahoma Health Sciences Center; Amy Herring, The University of North Carolina at Chapel Hill; Suzan Carmichael, Stanford University; Andreas Sjodin, National Center for Environmental Health
8:35 AM
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Bayesian Methods for Modeling Time Series of Ultrafine Particle Distributions
Heidi Fischer, University of California at Los Angeles; Robert E Weiss, University of California at Los Angeles Fielding School of Public Health
8:50 AM
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A Bayesian Nonlinear Regression Model with Application to Wind Turbine Power Curve
Zhanpan Zhang, GE Global Research; Colin C McCulloch, GE Global Research
8:50 AM
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Space-Time Dynamical Modeling of Aerosol Transport
Catherine Calder, The Ohio State University; Candace Berrett, Brigham Young University; Tao Shi, The Ohio State University
8:55 AM
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Utility-Based Dose-Finding in Phase I-II Clinical Trials
Peter Thall, MD Anderson Cancer Center; Hoang Q Nguyen, MD Anderson Cancer Center
8:55 AM
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Estimating Marginal Likelihood for Bayesian Phylogenetic Model Selection with Varying Topology
Rui Wu, University of Connecticut; Paul Lewis, University of Connecticut; Yu Fan, University of Connecticut; Lynn Kuo, University of Connecticut; Ming-Hui Chen, University of Connecticut
8:55 AM
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One Sensitivity Analysis Approach for Responder Analyses
Hua Guo, Merck
9:05 AM
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Bayesian Prototype-Based Clustering for Spatio-Temporal Data
Angela Schoergendorfer, IBM T. J. Watson Research Center; Huijing Jiang, IBM T. J. Watson Research Center
9:05 AM
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Nonlinear Modeling of Ecosystem Dynamics Using Computer Models
William Leeds, University of Missouri; Christopher Wikle, University of Missouri
9:15 AM
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Bayesian Mixture Modeling and Model Misspecification for Astrophysical Populations
Irina Udaltsova, University of California at Davis; Paul Baines, University of California at Davis
9:20 AM
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Hierarchical Models for Climate Model Predictions
Bruno Sanso, University of California at Santa Cruz
9:35 AM
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Reliability-Adjusted Standardized Incidence Ratios Using Bayesian Analysis
Jonathan R. Edwards, CDC
9:35 AM
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Gaussian Process Modeling of Derivative Curves
Tracy Holsclaw, University of California at Irvine
9:35 AM
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Applied Bayesian Analysis for Reliability Problems
Ming Li, GE Global Research
9:50 AM
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Parametric and Nonparametric Empirical Bayes Techniques Applied to Post-Marketing Vaccine Safety Surveillance
Brock Stewart, CDC; Michael M McNeil, CDC; Frank DeStefano, CDC
9:50 AM
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Two-Criterion: A New Bayesian Differentially Expressed Gene Selection Algorithm
Fang Yu, University of Nebraska Medical Center; Ming-Hui Chen, University of Connecticut; Lynn Kuo, University of Connecticut; John S. Davis, University of Nebraska Medical Center
9:55 AM
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Analysis of Survival Data with a Cure Fraction Under Generalized Extreme Value Distribution
Fangfang Liu, Iowa State University
10:05 AM
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Bayesian Inference for Noninferiority Test of Matched-Pair Binary Data via Continuous Latent Model
Yi Qian, Amgen, Inc.; Deukwoo Kwon, University of Miami; Jeesun Jung, National Institute on Alcohol Abuse and Alcoholism; Jun-mo Nam, National Cancer Institute
10:05 AM
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How Do Widely Used Statistical Benchmarking Approaches Compare to Optimal Estimation Under Hierarchical Bayesian Modeling?
Susan Paddock, RAND Corporation
10:35 AM
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Bayesian Dynamic Modeling for Large Multivariate Space-Time Data Sets Using Gaussian Predictive Processes
Andrew O. Finley, Michigan State University; Sudipto Banerjee, University of Minnesota
10:35 AM
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Reconstructing Visual Experiences from Brain Activity Evoked by Natural Movies
Bin Yu, University of California at Berkeley; Shinji Nishimoto, University of California at Berkeley; An T. Vu, University of California at Berkeley; Thomas Naselaris, University of California at Berkeley; Yuval Benjamini, University of California at Berkeley; Jack Gallant, University of California at Berkeley
10:35 AM
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Bayesian Methods in Poverty Mapping
Partha Lahiri, University of Maryland; Jiraphan Suntornchost, University of Maryland
10:35 AM
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Beyond D/G/I Optimality: Evaluation of Experimental Designs in Real-World Terms
Zhen Wang, The Lubrizol Corporation; Robert Wilkinson, The Lubrizol Corporation
10:35 AM
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Bayesian Hierarchical Graph Models for Phylogeography
Gabriela Cybis, University of California at Los Angeles; Marc A Suchard, University of California at Los Angeles; Janet Sinsheimer, University of California at Los Angeles
10:35 AM
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Bayesian Nonparametric Variable Selection as an Exploratory Tool for Discovering Differentially Expressed Genes
Babak Shahbaba, University of California at Irvine; Wesley Johnson, University of California at Irvine
10:50 AM
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Bayesian Modeling of Genetic Data for Risk Prediction
Paola Sebastiani, Boston University
10:55 AM
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Good Practice of Bayesian Submission for Medical Devices
Xuefeng Li, FDA; Pablo Bonangelino, FDA
10:55 AM
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Bayesian Nonstationary Spatial Modeling for Very Large Data Sets
Matthias Katzfuss, Universität Heidelberg
10:55 AM
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Spatiotemporal Quantile Regression for Detecting Distributional Changes in Environmental Processes
Brian Reich, North Carolina State University
11:05 AM
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Joint Modeling with Bayesian Clustering and Bayesian Networks for Time Course Microarray Data
Yafeng Zhang, University of California at Los Angeles; Donatello Telesca, University of California at Los Angeles Fielding School of Public Health; Steve Horvath, University of California at Los Angeles
11:05 AM
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A Case Study of a Bayesian Adaptive Cardiology Device Trial Leading to Approval
Jason Connor, Berry Consultants
11:15 AM
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Fast Methods for High-Dimensional Financial Time Series Modeling
Nalini Ravishanker, University of Connecticut; Jeffrey S. Pai, University of Manitoba
11:15 AM
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Modeling Brain Connectivity Using Multi-Modal MRI Data
Hakmook Kang, Vanderbilt University; Hernando Ombao, University of California at Irvine
11:20 AM
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Latent Variable Models for Assessing Individual Drug Sensitivity and for Predicting Hereditary Disease Risk
William Evan Johnson, Boston University; Stephen Piccolo, University of Utah; Andrea Bild, University of Utah
11:35 AM
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Decision Analysis and Bayesian Statistics for Medical Device Studies
Laura Thompson, FDA/CDRH
11:35 AM
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Practical Assessment of Supersaturated Designs
David Woods, University of Southampton
11:35 AM
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Flexible Spectral Models for Multivariate Time Series
Scott Holan, University of Missouri; Tucker McElroy, U.S. Census Bureau
11:35 AM
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Bayesian Analysis of Randomized Response Models
Joon Jin Song, University of Arkansas; Jong-Min Kim, University of Minnesota-Morris
11:50 AM
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A Bayesian Hierarchical Model for Detecting Group-Level fMRI Brain Activity
Xiao Yang, University of Iowa
11:50 AM
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Bayesian Nonparametric Methods for Material Identification from Large Remotely Sensed Hyperspectral Space-Time Data Sets
Candace Berrett, Brigham Young University
11:55 AM
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Inferring Biological Networks Using the Bayesian Graphical Lasso with Informative Priors
Christine Peterson, Rice University; Marina Vannucci, Rice University
12:05 PM
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Estimating the Probability of IQ Impairment from Blood Phenylalanine for Phenylketonuria Patients: A Meta-Analysis
Christopher Fonnesbeck, Vanderbilt University; Melissa L McPheeters, Institute for Medicine and Public Health; Shanthi Krishnaswami, Institute for Medicine and Public Health; Mary Louise Lindegren, Vanderbilt University Medical Center; Tyler Reimschisel, Vanderbilt University Medical Center
12:05 PM
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Use of Bayesian Methods to Assess Probability of Achieving Critical Success Factors (CSFs) in Clinical Trials
Cory Heilmann, Eli Lilly and Company
2:05 PM
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In-Season Probabilistic Crop Yield Forecasting: Integrating Agro-Climate, Remote Sensing, and Phenology Data
Nathaniel Newlands, Agriculture and Agri-Food Canada; David Sebastian Zamar, Agri-Environmental Services Branch, Agriculture and Agri-Food Canada
2:05 PM
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Fitting Nonlinear Latent Diffusion Process to Irregularly Spaced Longitudinal Data with Efficient MCMC Algorithm
Zhaohua Lu, The University of North Carolina at Chapel Hill; Sy-Miin Chow, The University of North Carolina at Chapel Hill; Andrew Sherwood, Duke University; Hongtu Zhu, The University of North Carolina at Chapel Hill
2:05 PM
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Hierarchical Bayesian Classifier for High-Dimensional Online Behavior Data Applied to Consumer Segment Prediction and Behavior Insights
Amit Phansalkar, Compete Inc.
2:20 PM
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Fast Joint Functional Regression Modeling via Variational Bayes
Jeff Goldsmith, The Johns Hopkins University; Matt Wand, University of Technology; Ciprian Crainiceanu, The Johns Hopkins University
2:25 PM
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Bayesian Implementations in Drug Development: Why Progress Is Slow
Beat Neuenschwander, Novartis Pharma
2:25 PM
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Integrated Models for Health Outcomes, Air Pollutants, and Biomarkers
Sandrah Eckel, University of Southern California; Kiros Berhane, University of Southern California; Duncan C Thomas, University of Southern California
2:25 PM
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Estimation of Hard-to-Reach Populations at Risk for HIV Infection in Concentrated Epidemics Using Network Scale-Up and Other Methods
Adrian Raftery, University of Washington; James W Harmon, University of Washington; Tyler McCormick, University of Washington
2:25 PM
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A Competing Risk and Bayesian Learning Model of Retail Out-of-Stocks
Jason Duan, The University of Texas at Austin; Frenkel ter Hofstede, The University of Texas at Austin
2:35 PM
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Efficient Multiple MCMC for Bayesian Parameter Estimation in Dynamic Systems
Samuel Wong, Harvard University
2:35 PM
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Hierarchical Bayesian Methods for Combining Efficacy and Safety in Multiple Treatment Comparisons
Hwanhee Hong, University of Minnesota; Haitao Chu, University of Minnesota; Bradley P Carlin, University of Minnesota
2:45 PM
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Implementing Bayesian Methods in Biological Product Development: Regulatory Perspective and Experience
Boguang Zhen, FDA/CBER
2:45 PM
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Longitudinal Scalar-on-Image Regression
Lei Huang, The Johns Hopkins University; Jeff Goldsmith, The Johns Hopkins University; Philip Reiss, New York University; Ciprian Crainiceanu, The Johns Hopkins University
2:45 PM
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Computing Marginal Likelihoods Using Generalized Direct Sampling
Michael Braun, MIT Sloan School of Management
2:50 PM
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Nonparametric Bayesian Nonhomogeneous Hidden Markov Models
Abhra Sarkar, Texas A&M University; Anindya Bhadra, Texas A&M University; Bani K Mallick, Texas A&M University
2:50 PM
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Evolutionary Markov Chain Monte Carlo Algorithms for Bayesian Optimal Sequential Design
Marco Ferreira, University of Missouri
3:05 PM
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Bayesian Adaptive Phase II Trial with a Nonmonotonic Dose-Response Curve
Yuyan Duan; Robert Noble, Aptiv Solutions
3:05 PM
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A Bayesian Item Response Model for Nonignorable Missing Data in Parkinson Disease Patients
Sheng Luo, The University of Texas at Houston; Xiao Su, The University of Texas at Houston; Bo He, The University of Texas at Houston; Barbara Tilley, The University of Texas at Houston
3:05 PM
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Bayesian Variable Selection for Nowcasting Economic Time Series
Hal R Varian, Google
3:20 PM
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Random Set Models for Growth with Application to Nowcasting
Rima Dey, University of Missouri-Columbia; Athanasios Micheas, University of Missouri-Columbia
3:20 PM
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Bayesian Estimation of LogN-LogS with Nonignorable Missing Data
Paul Baines, University of California at Davis; Irina Udaltsova, University of California at Davis
3:25 PM
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Inferring Ad Influence Under Segmentation Bias
Jaimyoung Kwon, AOL Advertising; Ram Akella, University of California at Santa Cruz; Joel Barajas, University of California at Santa Cruz; Aaron Flores, AOL Advertising; Victor Andrei, AOL Advertising; Marius Holtan, AOL Advertising
3:35 PM
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A Framework for the Joint Modeling of Longitudinal Diagnostic Outcome Data and Latent Infection Status
Geoffrey Jones, Massey University; Wesley Johnson, University of California at Irvine; Daan Vink, Massey University; Nigel French, Massey University
3:35 PM
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Tuesday, 07/31/2012
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A New Bayesian Lasso
Himel Mallick, The University of Alabama at Birmingham; Nengjun Yi, The University of Alabama at Birmingham
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Use of Bayesian Priors to Assist Ability Estimation for Nonexistent Maximum Likelihoods in 3-Parameter Logistic Models for Item Response Theory Applications
Jerry Gorham, Pearson, Inc.; Huijuan Meng, Pearson, Inc.; Marijana Dragan, National Council of State Boards of Nursing
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Bayesian Online Ranking Using W-Stein's Identity
Chiu-Hsing Weng, National Chengchi University
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Statistical Analysis of Weather Data
Morteza Marzjarani, Saginaw Valley State University; Greg McNish, Saginaw Valley State University
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Bayesian Estimation of the Expected Time of First Arrival Past a Truncated Time T: The Case of NHPP with Power Law Intensity
Mostafa Aminazdeh, Towson University
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Bayesian Methods in Genetic and Environmental Epidemiology
Bhramar Mukherjee, University of Michigan
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Bayesian Methods in the Pharmaceutical Industry
Vladimir Dragalin, Aptiv Solutions
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When Should One Be a Bayesian?
Francisco J. Samaniego, University of California at Davis
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Sparse Bayesian Regression Modeling via the Relevance Vector Machine
Kazuki Matsuda; Sadanori Konishi, Chuo University
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Bayesian Semiparametric Methods to Test Shapes of Regression Functions
Yifang Li, North Carolina State University; Sujit Kumar Ghosh, North Carolina State University
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A Comparison of Power in Normal Theory Approximation to Bayesian MCMC Procedures
Jiang Yuan, Baylor University; John W. Seaman, PhD, Baylor University; James Stamey, Baylor University
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A Bayesian Model for Election Forecasting: A Case Study of Voting Intentions of Students of University of Lagos
Ray Okonkwo Okafor, University of Lagos; Rotimi Kayode Ogundeji, University of Lagos
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Nonparametric Bayesian Modeling of Non-Gaussian Time Series with Conditional Heteroskedasticity
Zhiguang Xu, The Ohio State University; Steven MacEachern, The Ohio State University; Xinyi Xu, The Ohio State University
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Comparison of Credible Sets and Confidence Intervals for a Bivariate Discrete and Continuous Model
Ross Bray, Baylor University; John W. Seaman, PhD, Baylor University; James Stamey, Baylor University
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Adaptive Bayesian Multivariate Density Estimation with Dirichlet Mixtures
Weining Shen, North Carolina State University
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Bayesian Nonparametric Estimation of Demographic Histories: A Phylodynamic Approach
Julia Palacios, University of Washington; Vladimir N Minin, University of Washington
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Positive Trait Item Response Models
Joseph Lucke, SUNY at Buffalo
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A Prior for Partial Autocorrelation Selection
Jeremy Gaskins, University of Florida; Michael Daniels, University of Florida
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Improving the Decisionmaking Process in Lead Compound Identification Using Bayesian Statistics
Jo Wick, University of Kansas Medical Center
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Bayesian Statistics for Undergraduate Students
Jessica Chapman, St. Lawrence University
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Analyzing Spatial Directional Data Using Projected Normal Processes
Fangpo Wang, Duke University; Alan Gelfand, Duke University
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Bayesian Variable Selection as a Complete Graph Model
Zaili Fang, Virginia Tech; Inyoung Kim, Virginia Tech
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Parallel Particle Learning for Bayesian Asset Price Prediction
Kenichiro McAlinn, Keio University; Teruo Nakatsuma, Keio University; Hiroaki Katsura, Keio University
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Validation of Surrogate Endpoints by Bayesian Equivalence Testing
Mathangi Gopalakrishnan, University of Maryland Baltimore County
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Multilevel Modeling of Follow-Up Studies with Missing Data
Monica Bennett, Baylor Health Care System; James Stamey, Baylor University; John W. Seaman, PhD, Baylor University
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Bayesian Modeling of Regime-Switching Models: An Application in Multistream Asset Pricing
David Engler, Brigham Young University; Brian Hartman, University of Connecticut
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A Bayesian Approach to Understanding the Probability of Zero Rainfall
James Travis, University of Maryland Baltimore County; Anindya Roy, University of Maryland Baltimore County
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Hierarchical Bayesian Models of Change-Point Problem Using Bayes Factor
Younshik Chung, Pusan National University; Seongho Song, University of Cincinnati; Myoungjin Jung, Pusan National University
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Innovative Statistical Methods and Applications
Bradley Efron, Stanford University
8:35 AM
|
An Approach to Variable Selection Employing Dirichlet Lasso
Marc Sobel, Temple University; Kiranmoy Das, Temple University; Zhigen Zhao, Temple University
8:35 AM
|
Bayesian Survival Analysis via Transform-both-sides Model
Jianchang Lin, Millennium: The Takeda Oncology Company; Debajyoti Sinha, Florida State University; Stuart Lipsitz, Harvard Medical School; Adriano Polpo, Federal University of Sao Carlos
8:35 AM
|
Estimating Causal Effects of Air Quality Regulations Using Principal Stratification for Spatially Correlated Multivariate Intermediate Outcomes
Corwin Zigler
8:35 AM
|
Considerations on the Bayesian Dosing Window Escalation
Xue Lin, FDA; Boguang Zhen, FDA/CBER
8:35 AM
|
A Bayesian Adaptive Randomization Design Using Placebo and Active Control
Yili Pritchett, Abbott Laboratories; Qi Tang, Abbott Laboratories; Kristine Broglio, Berry Consultants; Weining Robieson, Abbott Laboratories; Scott Berry, Berry Consultants
8:35 AM
|
A Spline-Based Hierarchical Model for Estimating Blood Glucose Profiles from CGM Data
Hui Zheng, Harvard Medical School; David A Schoenfeld, Harvard Medical School
8:50 AM
|
Robust Bayesian Variable Selection with Sub-Harmonic Priors
Yuzo Maruyama
8:50 AM
|
Benchmarking Small-Area Estimates: A Minimum Discrimination Information Approach and Other New Perspectives
Andrew Vesper, Harvard University; Ryan Janicki, U.S. Census Bureau
8:50 AM
|
Generalized Point Estimation with Application to Mixed Models
Samaradasa Weerahandi, Pfizer Inc.
8:55 AM
|
A Bayesian Two-Part Latent Class Model for Longitudinal Medical Expenditure Data
Brian Neelon, Duke University Medical Center; James O'Malley, Harvard Medical School; Sharon-Lise T. Normand, Harvard Medical School
9:05 AM
|
Bayesian Adaptive Phase II Screening Design for Combination Trials
Chunyan Cai, MD Anderson Cancer Center; Ying Yuan, MD Anderson Cancer Center; Valen E Johnson, MD Anderson Cancer Center
9:05 AM
|
On Multiplicity Adjustment in Bayesian Variable Selection
Dandan Li, University of Cincinnati; Siva Sivaganesan, University of Cincinnati
9:05 AM
|
Bayesian Closed Surface Fitting Through Tensor Products
Debdeep Pati, Duke University; David Dunson, Duke University
9:15 AM
|
Fitting Heavy-Tailed Distributions to Health Care Utilization by Parametric and Bayesian Methods
Joseph C Gardiner, Michigan State University; Zhehui Luo, Michigan State University; Xiaoqin Tang, Geisinger Health System; RV Ramamoorthi, Michigan State University
9:15 AM
|
A Bayesian Zero-One Inflated Beta Model for Small-Area Shrinkage Estimation
Jerzy Wieczorek, U.S. Census Bureau; Ciara Nugent, U.S. Census Bureau; Sam Hawala, U.S. Census Bureau
9:20 AM
|
Biomarker Assay Data: How Well Quantified Is the Limit of Quantification?
Ying Guo, Merck
9:20 AM
|
Efficient Estimation of Link Function Parameters in a Robust Bayesian Binary Regression Model
Vivekananda Roy, Iowa State University
9:20 AM
|
Bayesian Regression for Semicontinuous Data with Variable Selection
Jinsu Park, KAIST
9:20 AM
|
On Bayesian Design and Analysis for Trials with Multiple Primary Endpoints
Kimberly Crimin, Novartis;
9:20 AM
|
Hierarchical Modeling for Estimating Relative Risks of Rare Genetic Variants: Properties of the Pseudo-Likelihood Method
Marinela Capanu, Memorial Sloan-Kettering Cancer Center; Colin B Begg, Memorial Sloan-Kettering Cancer Center
9:35 AM
|
Using a Degradation Model to Assess Lifetime of a Pipeline
Shiyao Liu, Iowa State University; William Q. Meeker, Iowa State University
9:35 AM
|
Bayesian modeling of crossover studies of rare diseases including escape phase
Lili Ding, Cincinnati Children's Hospital Medical Center; Yongchao Liu, University of Cincinnati; Bin Huang, Cincinnati Children's Hospital Medical Center
9:35 AM
|
A Stochastic Evolutionary Model for Protein Structure Alignment and Phylogeny
Christopher Challis, Duke University; Scott Schmidler, Duke University
9:35 AM
|
The Use of Sampling Weights in Bayesian Hierarchical Models for Small-Area Estimation
Cici Bauer, University of Washington; Thomas Lumley, University of Auckland; Jon Wakefield, University of Washington
9:35 AM
|
Confidence Interval for Functions of the Parameters in a Linear Mixed Model
Jia Liu, Iowa State University; William Q. Meeker, Iowa State University; Dan Nordman, Iowa State University
9:50 AM
|
A Comparison of Interval Estimation Methods for the Concordance Correlation Coefficient
Dai Feng, Merck; Richard Baumgartner, Merck; Vladimir Svetnik, Merck
9:50 AM
|
A Hybrid Bayesian/Frequentist Two-Stage Randomized Phase II Design
Dawn Peters, Oregon Health and Science University
9:50 AM
|
Semiparametric Bayesian Joint Modeling of a Binary and Continuous Outcome with Applications in Toxicological Risk Assessment
Beom Seuk Hwang, The Ohio State University; Michael Lindsey Pennell, The Ohio State University College of Public Health
9:50 AM
|
Bayesian Adaptive Calibration and Variable Selection in Linear Models with Mismeasured Covariates
Hongmei Zhang, University of South Carolina; Xianzheng Huang, University of South Carolina; Jianjun Gan, GlaxoSmithKline; Wilfried Karmaus, University of South Carolina; Tara Sabo-Attwood, University of Florida
9:50 AM
|
The Relationship Between Reliable Feedback Communication and Nonlinear Filter Stability
Todd Coleman, UC San Diego
9:50 AM
|
Bayesian Hierarchical Structured Variable Selection Methods with Application to MIP Studies in Breast Cancer
Lin Zhang, Texas A&M University; ; Bani K Mallick, Texas A&M University; Ganiraju C Manyam, MD Anderson Cancer Center; Patricia A Thompson, University of Arizona; Melissa L Bondy, Baylor University; Kim-Anh Do, MD Anderson Cancer Center
9:55 AM
|
Nonparametric Bayesian Methods for Benchmark Dose Estimation
Anindya Roy, University of Maryland Baltimore County; Nilabja Guha, University of Maryland Baltimore County; Leonid Kopylev, EPA; Maria Spassova, EPA/NCEA; John Fox, EPA/NCEA; Paul White, EPA/NCEA
10:05 AM
|
A Bayesian Response-Based Adaptive Randomization Design for Phase II Trials of Targeted Therapy
Yiyi Chen, Oregon Health and Science University; Zunqiu Chen, Oregon Health and Science University; Motomi Mori, Oregon Health and Science University; Byung Park, Oregon Health and Science University; Jeffrey W Tyner, Oregon Health and Science University; Marc M Loriaux, Oregon Health and Science University; Tibor Kovacsovics, Oregon Health and Science University; Brian J Druker, Oregon Health and Science University
10:05 AM
|
Estimation and Variable Selection in Partially Linear Wavelet Models via Gibbs Sampling
Norbert Remenyi, Georgia Institute of Technology
10:05 AM
|
Learning and Information in Bayesian Joint Models for Longitudinal and Survival Data
Laura A. Hatfield, Harvard Medical School; James Hodges, University of Minnesota; Bradley P Carlin, University of Minnesota
10:35 AM
|
Bayesian Hierarchical Spatial Modeling: An Application in Modeling the Prevalence of Brucellosis Among Elk in Yellowstone Ecosystem
Pritam Gupta, University of Wyoming; Timothy Robinson, University of Wyoming; Richard Anderson-Sprecher, University of Wyoming
10:35 AM
|
A Time-to-Event Generalized Continual Reassessment Method for Two-Agent Phase I Trials
Nan Jia, University of Michigan; Thomas M Braun, University of Michigan
10:35 AM
|
A Bayesian Nonparametric Method for Differential Expression Analysis of RNA-Seq Data
Yiyi Wang
10:35 AM
|
A Transformation Class for Spatio-Temporal Survival Data with a Cure Fraction
Sandra Hurtado Rúa, Weill Cornell Medical College; Dipak K Dey, University of Connecticut
10:50 AM
|
Posterior Probability of Adverse Events (AE) Categories for Phase I Studies
Kyounghwa Bae, Alcon Laboratories; John W. Seaman III, PhD, Alcon Laboratories; Mark VonTress, Alcon Laboratories
10:50 AM
|
A Bayesian Approach of Testing for Serial Homogeneity in the Correlation of Longitudinally Measured Biomarkers
Su Chen, University of Michigan; Timothy D. Johnson, University of Michigan; Thomas M Braun, University of Michigan
10:50 AM
|
Designs for Bayesian Adaptive Bioequivalence Trials
Cheng Zheng, Novartis; Jixian Wang, Novartis
10:50 AM
|
Bayesian De Novo Characterization of Alternative Splicing Using High-Throughput Sequencing
David Rossell, IRB Barcelona; Camille Stephan Otto-Attolini, IRB Barcelona; Manuel Kroiss, LMU Munich/TU Munich; Almond Stöcker, LMU Munich
10:50 AM
|
Application of a Small-Area Model for a Voting Rights Act Tabulation
Patrick Joyce, U.S. Census Bureau; Donald Malec, National Center for Health Statistics; Roderick Little, University of Michigan/U.S. Census Bureau; Aaron Gilary, U.S. Census Bureau
10:55 AM
|
Statistical Modeling of Extreme Value Behavior in North American Tree-Ring Density Series
Elizabeth Mannshardt, North Carolina State University; Peter F Craigmile, The Ohio State University; Martin P. Tingley, Harvard University
10:55 AM
|
Bayesian Methods for Multivariate Meta-Analysis of Treatment Networks with Incomplete Data
Christopher Schmid, Brown University; Thomas Trikalinos, Tufts Medical Center
11:00 AM
|
Bayesian Regression with Nonparametric Heteroskedasticity
Andriy Norets, Princeton University
11:00 AM
|
Optimal Dose finding for Phase I Cancer Clinical Trials
Shanhong Guan, Sanofi
11:05 AM
|
Bayesian Hierarchical Models with Spatial Mixture Priors in Genome-Wide Association Studies
Jie Shen, University of California at Irvine; Hal Stern, University of California at Irvine
11:05 AM
|
On Bayesian Estimation of Marginal Structural Models
Olli Saarela, McGill University; Erica Moodie, McGill University; David Stephens, McGill University
11:15 AM
|
Bayesian Modeling and Prediction of Patient Accrual in Multi-Regional Clinical Trials
Xiaoxi Zhang, Pfizer Inc.; Qi Long, Emory University
11:15 AM
|
A Hierarchical Bayesian Extreme Value Theory Approach to Modeling Heat Waves
Benjamin Shaby, University of California at Berkeley
11:15 AM
|
Distinguishing Between Short-Term Dependence and Trend in Bayesian Hierarchical Models of Response Time Data
Trisha Van Zandt, The Ohio State University; Peter F Craigmile, The Ohio State University; Mario Peruggia, The Ohio State University
11:15 AM
|
Bayesian Approach to Protein Lysate Array Quantification
Ji-Yeon Yang, MD Anderson Cancer Center; Xuming He, University of Michigan; Feng Liang, University of Illinois at Urbana-Champaign
11:20 AM
|
On Some Properties of Markov Chain Monte Carlo Simulation Methods Based on the Particle Filter
Robert Jacob Kohn, University of New South Wales ; Michael Pitt, University of Warwick ; Paolo Giordani, Sveriges Riksbank
11:25 AM
|
Incorporate Biological Information into a Hierarchical Model for Bayesian Variable Selection in Biomarker Identification
Xiaowei Yang, University of California at Davis; Bin Peng, University of California at Davis
11:35 AM
|
A Bayesian Model-Averaging Approach for Observational High-Throughput Data
Xi Kathy Zhou, Weill Cornell Medical College; Fei Liu, IBM T. J. Watson Research Center; Andrew J Dannenberg, Weill Cornell Medical College
11:35 AM
|
A Bayesian Joint Model for DAS28 Scores and Time-to-Dropout Data
Violeta Hennessey, Amgen, Inc.
11:35 AM
|
Forecasting Enrollment in Clinical Trials When Site-Level Accrual Rates Vary with Time
Yannis Jemiai, Cytel Inc.; Nitin Patel, Cytel Inc.; Suresh Ankolekar, Maastricht School of Management; Pralay Senchaudhuri, Cytel Inc.
11:35 AM
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Flexible Link Continual Reassessment Methods for Trivariate Binary Outcome Phase I/II Trials
Wei Zhong, University of Minnesota; Bradley P Carlin, University of Minnesota; Joseph S Koopmeiners, University of Minnesota
11:35 AM
|
Reparameterizations for Bayesian Econometrics
P. Richard Hahn, The University of Chicago Booth School of Business
11:50 AM
|
A Latent Eigen Probit Model with Link Uncertainty for Prediction of Protein-Protein Interactions
Xiaoyu Jiang, Novartis Institutes for BioMedical Research; Eric D Kolaczyk, Boston University
11:50 AM
|
A Bayesian Spatial Change-Point Model for Functional Clustering
Zhen Zhang, Michigan State University; Sarat C Dass, Michigan State University; Chae Young Lim, Michigan State University; Tapabrata Maiti, Michigan State University
11:50 AM
|
Quality Statistical Review Checklist of Investigational Device Exemption (IDE) Submissions for Therapeutic and Aesthetic Medical Devices
Greg Campbell, FDA; Lilly Yue, FDA
11:55 AM
|
Bayes Multiple Decision Functions in Classification
Wensong Wu, Florida International University; Edsel Aldea Pena, University of South Carolina
12:05 PM
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Identifying Spatial Differences in Multiple Sclerosis Subtypes via a Log Gaussian Cox Process
Jian Kang, Emory University; Timothy D. Johnson, University of Michigan; Thomas E. Nichols, University of Warwick
2:05 PM
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Maximizing the Role of Survival Post-Progression in Predicting Probability of Technical Success for Oncology Confirmatory Trials
Ke Zhang, Pfizer Inc.
2:05 PM
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Bayesian Adaptive Phase II Trial Combining Proof of Concept and Dose-Finding: Comparison of Potential Models
Katherine Kacena, Aptiv Solutions; Robert Noble, Aptiv Solutions; Ping Chen, Aptiv Solutions; Richard A Brigandi, GlaxoSmithKline
2:05 PM
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A Simulation Study of Bayesian Response-Adaptive Randomization in Clinical Trials
Xiaoyan Yuan, MD Anderson Cancer Center
2:05 PM
|
A Phase I Bayesian Adaptive Design to Simultaneously Optimize Dose and Schedule Among and Within Patients
Jin Zhang, University of Michigan; Thomas M Braun, University of Michigan
2:20 PM
|
Unified Method for Uncovering Subgroups and Identifying Markers with Differential Associations Across Subgroups
Mahlet Tadesse, Georgetown University; Emanuele Mazzola, Dana-Farber Cancer Institute; Giovanni Parmigiani, Harvard School of Public Health
2:25 PM
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Adaptive and Repeated Cumulative Meta-Analyses for Safety Signal Detection during a New Drug Development Process
Hui Quan, Sanofi; Yingqiu Ma, Sanofi; Yan Zheng, Sanofi; Meehyung Cho, Sanofi
2:25 PM
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Toward Uncertainty Quantification and Inference in the Stochastic SIR Epidemic Model
Jose Andres Christen, CIMAT
2:30 PM
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Bayesian Nonparametric Models for Structured Functional and Object Data with Application to Genomic Studies
Jeffrey S Morris, MD Anderson Cancer Center;
2:30 PM
|
Directional Coincidence Assessment in Astronomy with Bayesian Multilevel Models
Thomas J. Loredo, Cornell University; David F. Chernoff, Cornell University; David Ruppert, Cornell University; Kunlaya Soiaporn, Cornell University; Ira Wasserman, Cornell University
2:30 PM
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Bayesian Testing of Associations and Interactions with Multivariate Categorical Data
David Dunson, Duke University ; Anirban Bhattacharya , Duke University
2:35 PM
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Are My Data Outdated? A Bayesian Cross-Cohort Changepoint Model for Customer-Base Analysis
Arun Gopalakrishnan; Eric Bradlow, The Wharton School; Peter Fader, The Wharton School
2:35 PM
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A Bayesian Phase I/II Trial Design with Delayed Outcomes
Ick Hoon Jin, MD Anderson Cancer Center; Ying Yuan, MD Anderson Cancer Center
2:35 PM
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Application of Bayesian Probability of Success (POS) in Design of Vaccine Clinical Trials
Guanghan Liu, Merck Research Laboratories
2:45 PM
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Using Simulation to Aid in the Development of a Phase II Bayesian Adaptive Design
Elizabeth Krachey, GlaxoSmithKline; Jennifer Gauvin, GlaxoSmithKline ; Theresa C. Ashton, GlaxoSmithKline; Ohad Amit, GlaxoSmithKline
2:45 PM
|
The OECD Network of Foreign Direct Investment
Anton Westveld, University of Arizona; Nathan M. Jensen, Washington University in St. Louis; Andrew D. Martin, Washington University in St. Louis
2:45 PM
|
Model-Based Segmentation Featuring Simultaneous Segment-Level Variable Selection
Sunghoon Kim, Penn State University; Duncan Fong, Penn State University; Wayne S. DeSarbo, Penn State University
2:50 PM
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Phase I Dose-Finding Designs for Optimal Biological Dose
Yong Zang, MD Anderson Cancer Center; Jack Lee, Ph.D., MD Anderson Cancer Center; Ying Yuan, MD Anderson Cancer Center
2:50 PM
|
Informative Clustering of Microarray Data Using Binary and Survival Outcomes
Jessie Hsu, Harvard University; Dianne M Finkelstein, Massachusetts General Hospital/Harvard University; David A Schoenfeld, Harvard Medical School
2:50 PM
|
Bayesian Models gor Large-Scale Data That Integrate Biological Information
Marina Vannucci, Rice University
2:55 PM
|
Bayesian Hierarchical Models for Data Integration in Genomics
Franceso Stingo, MD Anderson Cancer Center
3:05 PM
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Bayesian Two-Stage Sequential Design for Phase II Clinical Trials
Sumihiro Suzuki, University of North Texas Health Science Center; Jun Zhang, University of North Texas Health Science Center; Shande Chen, University of North Texas Health Science Center
3:05 PM
|
Bayesian Analysis of Functional Proteomics Profiles
Luis Enrique Nieto-Barajas, Instituto Tecnológico Autónomo de México
3:20 PM
|
Feature Extraction vs. Flexible Modeling: Automated Modeling of Complex, Irregular Object Data
Jeffrey S Morris, MD Anderson Cancer Center
3:20 PM
|
Cluster Analysis via Random Partition Distributions
Bryce Little, Texas A&M University; David Dahl, Brigham Young University; Mahlet Tadesse, Georgetown University
3:20 PM
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Web-EWOC: Interactive Web Tool for Designing and Conducting Dose-Finding Trials in Cancer
Dror Berel, Cedars Sinai Medical Center; Andre Rogatko, Cedars Sinai Medical Center; Shao-Chi Huang, Cedars Sinai Medical Center; Haibin Wang, Cedars Sinai Medical Center; Galen Cook-Wiens, Cedars Sinai Medical Center; Mourad Tighiouart, Cedars Sinai Medical Center
3:20 PM
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Stage-Wise Bayesian Adaptive Designs for Clinical Trials
Yi Cheng, Indiana University South Bend
3:20 PM
|
Hierarchical Dynamic Dispersion Models for Discrete-Valued Spatio-Temporal Data
Guohui Wu, University of Missouri; Scott Holan, University of Missouri; Christopher Wikle, University of Missouri; Mark Wildhaber, U.S. Geological Survey
3:35 PM
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|
Wednesday, 08/01/2012
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Bayesian Models for High-Throughput Omics Data
Yuan Ji, Northshore University Healthcare System
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Considering Efficacy in Tumor Genotypes in a Two-Stage Adaptive Design for Oncology Trials
Jinwei Yuan, ICON Clinical Research
|
Latent Process Decomposition of Next-Generation Sequencing Data
Sanvesh Srivastava, Purdue University; R. W. Doerge, Purdue University
|
Bayesian Nonparametrics Methods: Practical Issues and Current Frontiers
David Dahl, Brigham Young University
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Development of a Bayesian Joint Logistic Model (BJLM) to Better Study the Association Between Haplotypes and Disease
Anthony D'Amelio, MD Anderson Cancer Center; Carol Etzel, MD Anderson Cancer Center
|
Hierarchical Bayesian Modeling of Hitting Performance in Baseball
Blakeley B. McShane, Northwestern University; Shane T Jensen, The Wharton School; Abraham J Wyner, The Wharton School
8:35 AM
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Bayesian Nonparametric Models for Combining Heterogeneous Reliability Data
Richard L. Warr, Air Force Institute of Technology; David H Collins, Los Alamos National Laboratory
8:35 AM
|
Recursive Mixture Modeling and Nonparametric Testing of Association in Case-Control Studies
Li Ma, Duke University
8:35 AM
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Data Fusion via Multiple Imputation
Jerome P Reiter, Duke University
8:35 AM
|
Bayesian Lasso Regression for Zero-Inflated Spatial Data
Rajib Paul, Western Michigan University; Magdalena Niewiadomska-Bugaj, Western Michigan University; Amy B. Curtis, Western Michigan University; Catherine L. Kothari, Western Michigan University
8:35 AM
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Bayesian Hypothesis Testing in Two-Arm Trials with Dichotomous Outcomes
Boris Zaslavsky, FDA/CBER
8:50 AM
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Use of Bayesian Adaptive Design in Medical Device Trials
Weihua Cao, FDA; Nelson Lu, FDA; Rajesh Nair, FDA
8:55 AM
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Estimating Fielding Ability in Baseball Players Over Time
James Piette, Krossover Intelligence, Inc./The Wharton School; Shane T Jensen, The Wharton School
9:00 AM
|
Two Tales About Bayesian Nonparametric Modeling
Pierpaolo De Blasi, University of Torino & Collegio Carlo Alberto; Stefano Favaro, University of Torino & Collegio Carlo Alberto; Antonio Lijoi, University of Pavia; Igor Pruenster, University of Torino & Collegio Carlo Alberto
9:00 AM
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A Bayesian Approach to Estimate the Transition Rates Between Disease Stages Using Hidden Markov Models
Lola Luo, University of Pennsylvania; Dylan Small, The Wharton School; Jason Roy, University of Pennsylvania
9:05 AM
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Quantifying the Uncertainty of Pollutant Loads in Great Barrier Reef Catchments: A Case Study Using Weany Creek
Petra Kuhnert, CSIRO Mathematics, Informatics, and Statistics; Rebecca Bartley, CSIRO Land and Water; Erin Peterson, CSIRO Mathematics, Informatics, and Statistics; Scott Wilkinson, CSIRO Land and Water; Christopher Wikle, University of Missouri
9:05 AM
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Multiple Imputation for Disclosure Limitation
Trivellore Raghunathan, University of Michigan
9:15 AM
|
Clustering Analysis for Functional Data
Chae Young Lim, Michigan State University; Sarat C Dass, Michigan State University; Tapabrata Maiti, Michigan State University
9:15 AM
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A Regression-Adjusted Hockey Plus-Minus Metric
Robert B Gramacy, The University of Chicago; Shane T Jensen, The Wharton School; Matthew A Taddy, The University of Chicago
9:25 AM
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Modeling Genetic Variations Using Fragmentation-Coagulation Processes
Yee Whye Teh, University College London; Charles Blundell, University College London
9:25 AM
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Dynamic Bayesian Sequential Multi-Group and Multi-Agent Binary Decisionmaking
Edsel Aldea Pena, University of South Carolina; Blake Hill, University of South Carolina; Bereket Kindo, University of South Carolina; Fazlur Rahman, University of South Carolina; Ian Wanda, University of South Carolina; Wensong Wu, Florida International University
9:35 AM
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A Performance Comparison of Methods for Instrumental Variables Regression When Treatment Is Binary
Jessica Pruszynski, Medical College of Wisconsin; Purushottam Laud, Medical College of Wisconsin; Rodney Sparapani, Medical College of Wisconsin; Robert McCulloch, The University of Texas
9:35 AM
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Bayesian Factor Analysis with Spatial Factor Loadings
Eleanor Neeley, Brigham Young University; William Christensen, Brigham Young University; Stephan Sain, Geophysical Statistics Project
9:35 AM
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Bayesian Inference on Constrained Parameter Spaces of Functional Mixed Models
Sarat C Dass, Michigan State University
9:35 AM
|
A Bayesian Approach in Assessing Surrogacy of Clinical Trial Endpoints
Manuela Buzoianu, PhD, FDA; Shengyan Hong, MedImmune
9:35 AM
|
Regularized Bayesian NHL Player Ability Estimates
Samuel L Ventura, Carnegie Mellon University; Andrew C Thomas, Carnegie Mellon University
9:50 AM
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The Beta Process, Exchangeable Feature Models, and the Feature Paintbox
Tamara Broderick, University of California at Berkeley; Michael I Jordan, University of California at Berkeley; Jim Pitman, University of California at Berkeley
9:50 AM
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A Parametric Bayesian Method to Test the Association of Rare Variants
Yufeng Shen, Columbia University
9:55 AM
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A Hybrid Bootstrap Approach to Interim Analyses of Time-to-Event Data Using Kaplan-Meier Methods
Kevin Lawson, PPD; Aaron C Camp, PPD; Austin L Hand, PPD
10:05 AM
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Leveraging GPU Libraries for Efficient Computation of Bayesian Spatial Assignment Models in R
Colin Rundel, University of California at Los Angeles
10:05 AM
|
Data Augmentation for Support Vector Machines
Steven Lee Scott, Google; Nicholas G Polson, The University of Chicago Booth School of Business
10:35 AM
|
Inferences from Prior-Based Loss Functions
Gun Ho Jang, University of Pennsylvania; Michael Evans, University of Toronto
10:35 AM
|
Recent Developments of Bayesian Meta-Analysis for Safety Evaluation in Randomized Clinical Trials
Karen Price, Eli Lilly and Company
10:35 AM
|
A Bayesian Hierarchical Joint Model to Determine the Bundled Payment Cost for Efficient and Effective Knee Replacement Surgery
Sherry Lin
10:35 AM
|
Assessing Mediation Using Principal Stratification in a Meta-Analysis
Yun Li, University of Michigan; Jeremy Michael George Taylor, University of Michigan; Michael R. Elliott, University of Michigan
10:55 AM
|
Nonparametric Bayesian Methods for Prediction of Event Times for Analysis with Interval-Censored Data
Stephanie Lustgarten, Boston University; Gheorghe Doros, Boston University
10:55 AM
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Identifying Potential Adverse Events Dose-Response Relationships via Bayesian Indirect and Mixed Treatment Comparison Models
Haoda Fu; Karen Price, Eli Lilly and Company; Mary E. Nilsson, Eli Lilly and Company; Stephen J. Ruberg, Eli Lilly and Company
10:55 AM
|
Bayesian Estimation of Intensity Surfaces on the Sphere via Needlet Shrinkage and Selection
James G Scott, The University of Texas at Austin
11:00 AM
|
Data Monitoring in Clinical Trials Using Innovative and Practical Bayesian Tool
Soumi Lahiri, GlaxoSmithKline
11:05 AM
|
Functional Multiple Imputation for Longitudinal Data with Binomial Outcomes
Stephanie Kliethermes, University of Iowa; Jacob Oleson, University of Iowa
11:05 AM
|
A Bayesian Multivariate State-Space Connectivity Approach to Modeling Brain Dynamics
Jairo Fuquene, University of California at Santa Cruz; Raquel Prado , University of California at Santa Cruz
11:05 AM
|
Bayesian Meta Experimental Design: Evaluating Cardiovascular Risk in New Antidiabetic Therapies to Treat Type 2 Diabetes
H. Xia, Amgen, Inc.; Joseph Ibrahim, The University of North Carolina at Chapel Hill; Ming-Hui Chen, University of Connecticut; Thomas Liu, Amgen, Inc.
11:15 AM
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Robustifying a Nonlinear Model Using Wavelets with an Application to PK Modeling
Siva Sivaganesan, University of Cincinnati; Yuanshu Zou, University of Cincinnati; Peter Mueller, The University of Texas at Austin
11:15 AM
|
Functional Time Series Analysis: A Bayesian Framework
Giovanni Petris, University of Arkansas
11:20 AM
|
Model Sensitivity in Climate Reconstruction Using Tree-Ring Data
Matthew Schofield, University of Kentucky
11:20 AM
|
Clustering and Biclustering of Relational Data
Alejandro Murua, Université de Montréal; Thierry Chekouo Tekougang, Université de Montréal
11:25 AM
|
Bayesian Estimation of Population Diversity
John A Bunge, Cornell University
11:25 AM
|
A Relabeling Procedure for Dealing with Rotational Invariance in Bayesian Confirmatory Factor Analysis
Elena Erosheva, University of Washington; S. McKay Curtis, University of Washington
11:35 AM
|
Applications of Bayesian Model Selection for Clinical Safety Data
Bradley McEvoy, FDA/CDER; Rajesh R Nandy, University of California at Los Angeles; Ram C. Tiwari, FDA/CDER/OTS/OB
11:35 AM
|
Blended Paradigm Inference
Steven MacEachern, The Ohio State University; Yoonkyung Lee, The Ohio State University; John Lewis, The Ohio State University
11:35 AM
|
Evaluation and Developments of Methods for the Tuning Parameter Choice in Sparse Clustering
Wenzhu Bi, University of Pittsburgh; George C Tseng, University of Pittsburgh; Lisa A Weissfeld, University of Pittsburgh
11:35 AM
|
Bayesian Zero-Inflated Poisson Model and Its Application in Age-Specific Fertility Rate Pattern Estimation
Yi Cao, The University of Texas at San Antonio; Jerome Keating, The University of Texas at San Antonio; Keying Ye, The University of Texas at San Antonio
11:35 AM
|
A Wavelet-Based Nonparametric Approach to Association Analysis of Functional Data
Heejung Shim, The University of Chicago; Matthew Stephens, The University of Chicago
11:35 AM
|
Modeling Complex Time Series with the Gamma-Exponential Process
Alexandre Bouchard, University of British Columbia
11:50 AM
|
Model-Based Comparative Effectiveness Estimation for Observational Time-to-Event Data Using Instrumental Variables
Purushottam Laud, Medical College of Wisconsin; Rodney Sparapani, Medical College of Wisconsin; Jessica Pruszynski, Medical College of Wisconsin; Robert McCulloch, The University of Texas
11:50 AM
|
Spatio-Temporal Trend Analysis of Historic Records of Spring Bird Arrival
Ali Arab, Georgetown University
11:50 AM
|
A Robust Bayesian Approach to Assessing Average Indirect (Mediation) Effect in Multilevel Models, with Application to a Smoking Study
Yisheng Li, MD Anderson Cancer Center; Ying Yuan, MD Anderson Cancer Center
12:05 PM
|
The Case for Bayesian Predictive Probabilities for Interim Monitoring of Clinical Trials
Benjamin Saville, Vanderbilt University School of Medicine; Jason Connor, Berry Consultants; Gregory Ayers, Vanderbilt University School of Medicine; JoAnn Alvarez, Vanderbilt University School of Medicine
12:05 PM
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Bayesian Spatio-Dynamic Modeling in Cell Motility Studies: Learning Nonlinear Taxic Fields Guiding Immune Response
Ioanna Manolopoulou, Duke University; Melanie B Matheu, University of California at Irvine; Michael D Cahalan, University of California at Irvine; Thomas B Kepler, Duke University Medical Center; Mike West, Duke University
2:05 PM
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Bayesian Friends with Benefits: Partial Shrinkage
Xiao-Li Meng, Harvard University
2:05 PM
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Bayesian Optimization for a Chemical Reaction Using a Nonlinear Mixed-Effects Model
Richard Lewis, GlaxoSmithKline; Brian Crump, GlaxoSmithKline; Zifang Guo, North Carolina State University; John J. Peterson, GlaxoSmithKline
2:05 PM
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Bayesian Inference Based on Conditional Priors for a Bivariate Hidden Truncated Pareto(II) Model
Indranil Ghosh, North Dakota State University
2:05 PM
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Monitoring and Forecasting Air Quality in the Eastern United States
Sujit Sahu, University of Southampton
2:05 PM
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A Two-Step Semi-Parametric Method to Account for Survey Weights in Multiple Imputation
Hanzhi Zhou, University of Michigan
2:20 PM
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Nonparametric Distributions for the Mean and Variance Using Bayesian Analysis and Maximum Entropy
Bahman Shafii, University of Idaho; William J. Price, University of Idaho
2:20 PM
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A Bayesian Degree-Corrected Stochastic Block Model for Community Detection
Luis Carvalho, Boston University; Lijun Peng, Boston University
2:20 PM
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Use of Bayesian Methods in Making Pharmaceutical Internal Decisions
Mani Lakshminarayanan, Merck
2:25 PM
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Bayesian Adaptive Design for Evaluating Treatment with Predefined Subgroup
Ying Yang, FDA
2:25 PM
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Bayesian Variable Selection Under the Proportional Hazards Mixed-Effects Model
Ronghui Xu, University of California at San Diego; Kyeong Eun Lee, Kyungpook National University; Yongku Kim, Yoengnam University
2:25 PM
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Statistical Challenges to Linking the Spatial Pattern of Cancer to Radiation Exposure
Stephen Rathbun, University of Georgia; Sara Wagner, University of Georgia; John Vena, University of Georgia
2:25 PM
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Bayesian Empirical Likelihood for Quantile Regression: A Bayesian Approach to Efficiently Model Multiple Tail Quantiles
Yunwen Yang, Drexel University; Xuming He, University of Michigan
2:30 PM
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How Far off Is Implicit Modeling in Multiple Imputation?
Florian Meinfelder, Universitaet Bamberg
2:35 PM
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An Application of Bayesian Small-Area Estimation for Circular Data
Jean Opsomer, Colorado State University; Jay Breidt, Colorado State University; Daniel Hernandez-Stumpfhauser, Colorado State University
2:45 PM
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A Bayesian Approach to the Analysis of Split-Plot Product Arrays and Prediction in Robust Parameter Design
Adam Pintar, National Institute of Standards and Technology; Timothy Robinson, University of Wyoming; Christine Anderson-Cook, Los Alamos National Laboratory; Michael S Hamada, Los Alamos National Laboratory
2:45 PM
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Bayesian Meta-Analysis for Pathway Enrichment Analysis
Miao Zang, Southern Methodist University; Sherry Wang, Southern Methodist University; Andy Xiao, The University of Texas Southwestern Medical Center; Min Chen, The University of Texas Southwestern Medical Center at Dallas
2:45 PM
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A Bayesian Adaptive Design for Phase II Clinical Trials
Sijin Wen, MD Anderson Cancer Center; Donald Berry, MD Anderson Cancer Center
2:45 PM
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Bayesian Analysis of Time-Series Data Under Case-Crossover Designs
Shi Li, University of Michigan; Bhramar Mukherjee, University of Michigan
2:50 PM
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Quasi-Bayesian Approach to a Nonlinear Random Effects Quantile Regression Model
Mi-Ok Kim, Cincinnati Children's Hospital Medical Center
2:50 PM
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Bayesian Transition Models for Multivariate Event Histories
Adam King, University of California at Los Angeles; Robert E Weiss, University of California at Los Angeles Fielding School of Public Health
2:50 PM
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A QBD Case Study: Bayesian Prediction of Lyophilization Cycle Parameters
David LeBlond, Abbott; Linas Mockus, Purdue University
3:05 PM
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Modeling Cluster Mobility: A DPM Model for Longitudinal Data
Yuda Zhu, University of California at Los Angeles Fielding School of Public Health; Robert E Weiss, University of California at Los Angeles Fielding School of Public Health
3:05 PM
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A Bayesian Approach for Instrumental Variable Analysis with Time-to-Event Outcome
Xuyang Lu, University of California at Los Angeles; Gang Li, University of California at Los Angeles
3:05 PM
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Application of Resampling Method in Futility Analysis Based on Multiple Studies
Jun Zhao, Merck; Annpey Pong, Merck; Jingshan Zhang, Celgene Corporation
3:05 PM
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A Bayesian Analysis of the Spatial Distribution of Alcohol Outlets and Assaultive Violence
Loni Philip Tabb, Drexel University School of Public Health; Anthony H Grubesic, Drexel University; Dominique A. Williams, West Chester University
3:05 PM
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A Bayesian Secondary Analysis in an Asthma Study
Samuel P. Wilcock, Messiah College; Vernon M. Chinchilli, Penn State Hershey College of Medicine
3:20 PM
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Semiparametric Local Multivariate Priors for Bayesian Model Averaging
Yingbo Li, Duke University
3:20 PM
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Model Selection Strategies Applied to Customer Research Data
Jorge Alejandro, Market Probe
3:20 PM
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Bayesian Approach in Phase III Outcome Prediction Aiming Early Phases Decisionmaking
Yuanjun Shi, Millennium Pharmaceuticals, Inc.; Bronwyn Loong, Harvard University; Huyuan Yang, Millennium Pharmaceuticals, Inc.
3:25 PM
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The Public Health Effects of DHA Supplementation on the Joint Distribution of Birthweight and Gestational Age with Implications on Clinical Trials Design and Analysis
Byron Gajewski, University of Kansas Medical Center; C. Shane Reese, Brigham Young University; John Colombo, University of Kansas; Susan Carlson, University of Kansas Medical Center
3:35 PM
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Detection of Changes of Multiple Poisson Processes Monitored at Discrete Time Points Where the Arrival Rates Are Unknown
Marlo Brown, Niagara University
3:35 PM
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Hierarchical, Continuous-Time Models for Network-Based Event Data
Christopher L DuBois, University of California at Irvine; Padhraic Smyth, University of California at Irvine; Carter T. Butts, University of California at Irvine
3:35 PM
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Thursday, 08/02/2012
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Statistical Approaches for Conducting Network Meta-Analysis in Drug Development
Byron Jones, Novartis Pharma AG
8:35 AM
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Bayesian Meta-Analysis of Epidemiological Data with Missing Covariates
Lawrence McCandless
8:35 AM
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Interim Pharmacokinetic Assessment Using a Bayesian Decision Analysis in Phase II Clinical Trials
Bo Jin, Pfizer Inc.; Keying Ye, The University of Texas at San Antonio
8:50 AM
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Bayesian Methods for Sets of Multi-Way Contingency Tables
Theresa Smith, University of Washington
8:55 AM
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Bayesian Functional Models for Biomarker Discovery in Clinical Proteomics Study
Xia Wang, University of Cincinnati
8:55 AM
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Use of Bayesian Meta-Analysis Methods to Develop a Tool to Predict the Risk of Stent Thrombosis (ST) Following the Implantation of a Coronary Artery Stent
Mark Belger, Eli Lilly and Company; Fanni Natanegara, Eli Lilly and Company; Ming-Dauh Wang, Eli Lilly and Company; Walid Fakhouri, Eli Lilly and Company; Peita Graham-Clarke, Eli Lilly and Company
8:55 AM
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Process-Based Bayesian Melding of Occupational Exposure Models and Industrial Workplace Data
Sudipto Banerjee, University of Minnesota; Joao Vitor Dias Monteiro, University of Minnesota; Gurumurthy Ramachandran, University of Minnesota
8:55 AM
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Empirical Bayesian Analyses of High-Throughput Sequencing Data
Thomas James Hardcastle, University of Cambridge
8:55 AM
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Predicting Functional Targets of Transcription Factors by Coupling CHiP-Seq with Geo
Hongkai Ji, The Johns Hopkins University; George Wu, The Johns Hopkins University
9:00 AM
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Statistical Methods for Dynamic Spatio/Temporal Networks
Adrian Dobra, University of Washington
9:05 AM
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The Intrinsic Prior as a Scaled Mixture of G-Priors
Andrew Womack
9:05 AM
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A Bayesian Approach to Three Levels Surrogacy Modeling for Multiple Sclerosis
Luca Pozzi, University of California at Berkeley; David I Ohlssen, Novartis; Heinz Schmidli, Novartis Pharma AG
9:15 AM
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Learning from Only Positive and Unlabeled Data Using Generalized Stochastic Frontier Model
Liuxia Wang, Sentrana Inc.
9:20 AM
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Bayesian DP Time-Varying Circumplex Model
Zhaowei Hua, Millennium Pharmaceuticals, Inc.; David Dunson, Duke University ; Sy-Miin Chow, The University of North Carolina at Chapel Hill; Hongtu Zhu, The University of North Carolina at Chapel Hill
9:20 AM
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A New Bayesian Partial Membership Model for Soft Clustering with Mixed Outcomes
Jonathan Gruhl, University of Washington; Elena Erosheva, University of Washington; Paul K Crane, University of Washington
9:20 AM
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Bayesian Spatially Varying Coefficient Models for Estimating the Toxicity of the Chemical Components of Fine Particulate Matter
Yeonseung Chung, Korea Advanced Institute of Science and Technology; Francesca Dominici, Harvard School of Public Health; Brent Coull, Harvard School of Public Health; Michelle Bell, Yale University
9:35 AM
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Joint High-Dimensional Bayesian Variable and Covariance Selection with an Application to eQTL Analysis
Anindya Bhadra, Texas A&M University; Bani K Mallick, Texas A&M University
9:35 AM
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Biological Optimum Dose-Finding Trials for Cancer Targeted Agents
Hao Liu, Baylor College of Medicine
9:35 AM
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Using Finite Poisson Mixture Models for RNA-Seq Data Analysis and Transcript Expression Level Quantification
Yu Zhu, Purdue University; Han Wu, Purdue University; Zhaohui Qin, Emory University
9:35 AM
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Application of Bayesian Nonparametric Models in Comparative Effectiveness Research
Gary Rosner, The Johns Hopkins University
9:35 AM
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The Impact of Missing Data on the Results of a Schizophrenia Study
Denis V Rybin, Boston University/VA Boston Healthcare System; Gheorghe Doros, Boston University; Robert A Rosenheck, Yale Medical School/VA Connecticut Health Care System; Robert Lew, VA Boston Healthcare
9:35 AM
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A Multivariate Poisson/Gamma Model with Two- and Three-Way Covariance Structure to Construct Candidate Lists for Different Severities
Kristian Schmidt, Iowa State University; Alicia L. Carriquiry, Iowa State University; Michael D. Pawlovich, Iowa Department of Transportation
9:50 AM
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A Delayed Response Model to Assess the Proof of Concept Clinical Design in Treatment to Rheumatoid Arthritis
Feng Liu, GlaxoSmithKline/University of Sheffield; Daren Austin, GlaxoSmithKline; Steven Julious, University of Sheffield
9:50 AM
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Nonparametric Spatial Models for Periodontal Disease Data with Spatially Varying Non-Random Missingness
; Brian Reich, North Carolina State University; Howard Bondell, North Carolina State University
9:55 AM
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Bayesian Modeling with Prior Information on the Strength of Regression
Agniva Som, The Ohio State University; Chris Hans, The Ohio State University; Steven MacEachern, The Ohio State University
9:55 AM
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Computer and Statistical Models for Geophysical Hazards
M.J. Bayarri, Universitat de València
10:35 AM
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Bayesian Analysis of Longitudinal Binary Data Using Multivariate Bridge and Other Random Effects Models
Bani K Mallick, Texas A&M University; Souparno Ghosh; Debajyoti Sinha, Florida State University; Stuart Lipsitz, Harvard Medical School
10:35 AM
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Assessment of Parametric and Nonparametric Bayesian Hierarchical Models for Profiling Health Care Providers
Xiaowei Yang, University of California at Davis; Hongxia Yang, University of California at Davis; Dao Zhou, University of California at Davis; Qian Zhang, University of California at Davis
10:35 AM
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Population SAMC vs. SAMC: Convergence and Applications to Gene Selection Problems
Mingqi Wu, Merck; Faming Liang, Texas A&M University
10:35 AM
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Segmental Modeling of Viral Load Changes for HIV Longitudinal Data with Skewness and Detection Limits
Yangxin Huang, University of South Florida
10:50 AM
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Go/No-Go Decisions Based on Probability of Success
Kaihong Jiang, Sanofi; Yan Zheng, Sanofi
10:50 AM
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Bayesian Analysis on Unobserved Components
Woosuk Kim
10:50 AM
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A Bayesian Approach to Handle Missing Data in Evaluation of Diagnostic Medical Devices
Qin Li, FDA; Gene Pennello, FDA
10:55 AM
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Bayesian Kernel-Based Modeling of Single and Multiple Genetic Pathways for Cancer
Sounak Chakraborty, University of Missouri-Columbia
10:55 AM
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A Bayesian Maximum Entropy Framework for Real-Time Infectious Disease Prediction
Hwa-Lung Yu, National Taiwan University; George Christakos, San Diego State University; Jose Angulo, University of Granada
10:55 AM
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DELPTM: A Statistical Algorithm to Identify Post-Translational Modifications from Tandem Mass Spectrometry (MS/MS) Data
Susmita Datta, University of Louisville
10:55 AM
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A Nonparametric Prior for Simultaneous Covariance Estimation in Longitudinal Data
Jeremy Gaskins, University of Florida; Michael Daniels, University of Florida
11:05 AM
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Bayesian Hierarchical Model for Analyzing Multiple Correlated Outcomes of Familial Data
Qiaolin Chen, University of California at Los Angeles; Robert E Weiss, University of California at Los Angeles Fielding School of Public Health; Catherine A Sugar, University of California at Los Angeles
11:05 AM
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Limited-Information Modeling of Loggerhead Turtle Population Size
David Hitchcock, University of South Carolina; John Grego, University of South Carolina
11:05 AM
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Bayesian Threshold Regression Model for Current Status Data with Informative Censoring
Tao Xiao, The Ohio State University; Michael Lindsey Pennell, The Ohio State University College of Public Health
11:20 AM
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Bayesian Parameter Estimations in the Joint Co-Evolution Model of Social Behavior and Network
Liping Tong, Loyola University Chicago; David Shoham, Loyola University Medical Center
11:20 AM
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Modeling Seroadaptation and Sexual Behavior with a Simultaneously Multilevel and Multivariate Longitudinal Count Model
Yuda Zhu, University of California at Los Angeles Fielding School of Public Health; Robert E Weiss, University of California at Los Angeles Fielding School of Public Health
11:35 AM
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A Predictive Bayesian Approach to the Design and Analysis of Bridging Studies
A. Lawrence Gould, Merck; Tian Jin, Shanghai University of Finance and Economics; Li Xin Zhang, MSD (Shanghai) Pharma Co.; William W. B. Wang, MSD (Shanghai) Pharma Co.
11:35 AM
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Estimating Park-Based Moderate to Vigorous Physical Activities by a Bayesian Infinite Server Queue Model
Bing Han, RAND Corporation
11:35 AM
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A Bayesian Approach to the Instrumental Variable Problem with a Binary Outcome and a Binary Treatment
Rodney Sparapani, Medical College of Wisconsin; Purushottam Laud, Medical College of Wisconsin; Jessica Pruszynski, Medical College of Wisconsin; Robert McCulloch, The University of Texas
11:35 AM
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Integrative Bayesian Analysis of High-Dimensional Multi-Platform Genomics Data
Kim-Anh Do, MD Anderson Cancer Center; Wenting Wang, MD Anderson Cancer Center; ; Bradley M Broom, MD Anderson Cancer Center; Jeffrey S Morris, MD Anderson Cancer Center; Ganiraju C Manyam, MD Anderson Cancer Center
11:35 AM
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Empirical Bayesian Modeling of Pharmacokinetic Data
David Bryant King, FDA/CBER; Richard A Forshee, FDA/CBER; Robert Mitkus, FDA/CBER
11:50 AM
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A Bayesian Model-Averaging Approach for Estimating the Relative Risk of Mortality Associated with Heat Waves in 105 U.S. Cities
Francesca Dominici, Harvard School of Public Health; Jennifer Bobb, Harvard School of Public Health; Roger D. Peng, The Johns Hopkins University
11:50 AM
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The Art of Composition: Estimation Combining Two Golden Eagles Population Surveys
Mark Otto, Fish and Wildlife Service
11:50 AM
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Joint Inversion of Seismic and Electromagnetic Data Using Statistical Rock-Physics Models and Markov Random Fields
Jinsong Chen, Lawrence Berkeley National Laboratory; Michael G. Hoversten, Chevron Energy Technology Company
12:05 PM
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