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Sunday, 08/04/2013
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Ensemble Learning for Big Data
Hugh A. Chipman, Acadia University; Robert E. McCulloch, The University of Chicago Booth School of Business; Matthew Pratola, Simon Fraser University; Dave Higdon, Los Alamos National Laboratories; James Gattiker, Los Alamos National Laboratories; Steven L Scott, Google
4:05 PM
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Multivariate Bayesian Convex Regression
Lauren Hannah, Columbia University; David B. Dunson, Duke University
5:05 PM
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Monday, 08/05/2013
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Uncertainty in Propensity Score Estimation: Bayesian Methods for Variable Selection and Model-Averaged Causal Effects
Corwin Zigler, Harvard
8:55 AM
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Novel and Computationally Efficient Bayesian Methods in Neuroimaging
Theodore Kypraios, University of Nottingham, United Kingdom
8:55 AM
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A Novel Bayesian Approach to Designing Dose-Ranging Clinical Trials: A More Efficient Alternative to Traditional Approaches
Jianjun Gan, GlaxoSmithKline; Amy Cutrell, GlaxoSmithKline
11:05 AM
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An Overview of Current State of Bayesian Methods in Medical Product Development
Fanni Natanegara, Eli Lilly and Company; Beat Neuenschwander, Novartis Pharma AG
2:05 PM
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A Hybrid Bayesian Hierarchical Model Combining Cohort and Case-Control Studies for Meta-Analysis of Diagnostic Test: Accounting for Disease Prevalence and Partial Verification Bias
Xiaoye Ma, University of Minnesota; Haitao Chu, University of Minnesota School of Public Health; Yong Chen, The University of Texas School of Public Health; Stephen R. Cole, The University of North Carolina at Chapel Hill
2:05 PM
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Composite Kaplan-Meier and Semiparametric Commensurate Bayesian Methods for Post-Market Medical Device Surveillance with Historical Survival Information
Thomas Murray, University of Minnesota; Brian Hobbs, The University of Texas M.D. Anderson Cancer Center; Ted Lystig, Medtronic, Inc.; Bradley P. Carlin, University of Minnesota
2:45 PM
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Bridging Government Offices of Inspectors General and Academic Statistics to Reduce Fraud and Abuse
Cathy Furlong, Caucus for Women; Timothy F. Champney, Integrity Management Services, LLC; Richard Kusserow, Strategic Management Systems
3:35 PM
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Tuesday, 08/06/2013
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A Bayesian Prediction Model of Severe Intra-Ventricular Hemorrhage in Very Pre-Term Infants
Michael Anderson, The University of Oklahoma; Suzanne Dubnicka, Department of Statistics, Kansas State University; Shahab Noori, Newborn and Infant Critical Care, Children's Hospital Los Angeles
9:05 AM
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Prior-Robust Designs for Nonlinear Models
Sydney Akapame; John J. Borkowski, Montana State University - Bozeman
9:45 AM
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The Role of Bayesian Analysis for an Emerging Class of Complex Data: Object Data
Jeffrey S. Morris, The University of Texas MD Anderson Cancer Center
12:30 PM
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Bayesian Methods Developments in Microsimulation
Laura Hatfield, Harvard Medical School
2:05 PM
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Bayesian Large-Scale Multiple Testing for Time Series Data
Xia Wang, University of Cincinnati; Ali Shojaie, University of Washington; Jian Zou, Indiana University-Purdue University Indianapolis
2:05 PM
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Robust Adaptive Functional Mixed Models for Correlated Functional Data
Hongxiao Zhu, Virginia Tech; Jeffrey S. Morris, The University of Texas MD Anderson Cancer Center
2:25 PM
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The Posterior Probability of Passing a Compendial Standard
David LeBlond, CMCStats; Linas Mockus, Purdue University
2:45 PM
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Classical and Bayesian Methods of Smooth Global Testing for Functional Linear Models
Dan Spitzner, University of Virginia
2:45 PM
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Modeling Non-Gaussian Stochastic Process with Bayesian Copula Method
Zhiguang Xu, The Ohio State University; Steven MacEachern, Ohio State University; Xinyi Xu, Ohio State University
3:35 PM
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Wednesday, 08/07/2013
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Charging Up the Hill with Bayes: Bringing Bayesian Concepts to Policymakers
Laura Hatfield, Harvard Medical School
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Introducing Bayesian Thinking and Applications to Health Science Researchers
J. Jack Lee, Univ of Texas-M D Anderson Cancer Center
7:01 AM
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Measurement Error and Complex Dietary Patterns Research
Raymond J. Carroll, Texas A&M University
9:00 AM
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Covariance Partition Priors: A Bayesian Approach to Simultaneous Covariance Estimation
Jeremy Gaskins, University of Florida; Michael Daniels, The University of Texas at Austin
9:05 AM
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Causal Inference in Epidemiology Using Bayesian Methods: The Example of Meta-Analysis of Statins and Fracture Risk
Lawrence C. McCandless, Simon Fraser University
9:35 AM
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Bayesian Methods to Identify Sequences with Species
G. Brian Golding, McMaster University
10:35 AM
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Opportunities and Challenges for Using Networks of Observational Health Care Data for Medical Product Safety Surveillance
Jesse Aaron Berlin, Johnson & Johnson ; Patrick Ryan, Johson & Johnson ; David Madigan, Columbia University; Martijn Schuemie, Erasmus University and Janssen Research & Development
10:55 AM
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Using an Item Response Theory Approach to Measure Survey Mode of Administration Effects: Analysis of Data from a Randomized Mode Experiment
Louis T. Mariano, RAND Corporation; Marc Elliott, RAND Corporation
2:20 PM
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Dynamic Calibration Method Using a Dynamic Linear Model Approach
Edward Boone, Virginia Commonwealth University; Derick Rivers, Virginia Commonwealth University
2:20 PM
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Will the Real Steve Fienberg Please Stand Up? Getting to Know a Population from Multiple Incomplete Files
Rob C. Hall, Carnegie Mellon University; Rebecca C. Steorts, Carnegie Mellon University; Stephen E. Fienberg, Department of Statistics, Carnegie Mellon University
2:25 PM
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Bayesian Indirect and Mixed Treatment Comparisons Across Longitudinal Time Points
Haoda Fu; Ying Ding, University of Pittsburgh
2:25 PM
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