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Sunday, 08/01/2010
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Cloud Computing for Bayesian Hidden Markov Models
Steven Lee Scott, Google
2:05 PM
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Novel Phase I Design for Oncology Research
Linda Sun, Merck & Co., Inc.; Keaven M. Anderson, Merck Research Laboratories; Lisa Lupinacci, Merck & Co., Inc.; Yevgen Tymofyeyev, Merck & Co., Inc.
2:05 PM
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A Hidden Ising Model for ChIP-chip Data Analysis
Qianxing Mo, Memorial Sloan-Kettering Cancer Center; Faming Liang, Texas A&M University
2:05 PM
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Nonlinear Regression and Bayesian Robustness via Disparities
Giles Hooker, Cornell University
2:05 PM
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Bayesian Approach to Noninferiorty Trials for Normal Means
Ram C. Tiwari, FDA
2:05 PM
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Bayesian Dynamic Item Response Models
Xiaojing Wang, Duke University; James Berger, Duke University; Donald Burdick, MetaMetrics, Inc.
2:05 PM
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Bayesian Modeling of Smoking Exposure During Pregnancy
Vanja Dukic, The University of Chicago
2:05 PM
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Bayesian Approach to Zero-Inflated Ordered Probit Models
Getachew Dagne, University of South Florida
2:20 PM
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Large-Scale Simulation Evaluation for Model Selection: Lasso and Bayesian Derivatives
Alan Burton Lenarcic, Harvard University; Edoardo M. Airoldi, Harvard University; Palak Patel, Harvard University
2:20 PM
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Estimating Epidemic Parameters of STI Transmission: A Bayesian Approach Using MCMC Techniques
Jeffrey M. Switchenko, Emory University; Lance Waller, Emory University
2:20 PM
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A Bayesian Model for EEG Frequency-Domain Functional Connectivity
Wesley Thompson, University of California, San Diego
2:25 PM
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Better Learning About the MTD in Phase I Oncology Trial: A Case Study Implementing Bayesian Design Based on Continuous Reassessment Method
Inna Perevozskaya, Pfizer Inc.
2:25 PM
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Semiparametric Bayesian Analysis of Gene-Environment Interactions with Error in Measurement of Environmental Covariates and Missing Genetic Data
Iryna Lobach, New York University School of Medicine; Bani K. Mallick, Texas A&M University; Raymond Carroll, Texas A&M University
2:25 PM
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Embracing GPU Technology in Bayesian Computation: Massively Parallel Computing on Your Desktop
Marc Suchard, University of California, Los Angeles
2:35 PM
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Modeling Latent Effects in Space-Time Small-Area Health Data
Andrew Lawson, Medical University of South Carolina
2:35 PM
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A Semiparametric Bayesian Approach for Modeling Ordinal Survey Data
Saman Muthukumarana, Simon Fraser University; Tim B. Swartz, Simon Fraser University
2:35 PM
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Using the RJMCMC Procedure for Identifying and Estimating Univariate TAR Models
Fabio Humberto Nieto, Universidad Nacional de Colombia; Hanwen Zhang, Santo Tomás University; Wen Li, Iowa State University
2:35 PM
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A Bayesian Surveillance System for Detecting Clusters of Noninfectious Diseases
Albert Y. Kim, University of Washington
2:35 PM
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Bivariate Semiparametric Bayesian Approach for Finding Minimum Effective Dose and Maximum Safe Dose
Satrajit Roychoudhury, Novartis Pharmaceuticals Corporation; Pulak Ghosh, Indian Institute of Management, Bangalore
2:45 PM
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Efficient Designs for a Noncompensatory Choice Model
Qing Liu, University of Wisconsin-Madison
2:45 PM
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Bayesian Density Estimates in Minimum Hellinger Distance Estimation
Yuefeng Wu, Cornell University
2:45 PM
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Modeling Adverse Birth Outcomes Through a Factor Model for Bayesian Quantile Regression
Lane F. Burgette, Duke University; Jerome P. Reiter, Duke University
2:50 PM
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Bayesian Analysis of Geostatistical Model with Auxiliary Lattice
Jincheol Park, Texas A&M University; Faming Liang, Texas A&M University
2:50 PM
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Identifying Vulnerable Populations Through an Examination of the Association Between Multipollutant Profiles and Measures of Deprivation
John Molitor, Imperial College, London; Jason Su, University of California, Berkeley; Sylvia Richardson, Imperial College, London; Michael Jerrett, University of California, Berkeley
2:50 PM
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Bayesian Analysis via Stochastic Approximation Monte Carlo for Statistical Model with Intractable Normalizing Constants
Ick Hoon Jin, Texas A&M University; Faming Liang, Texas A&M University
3:05 PM
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Bayesian Thresholding Rules
Linda Zhao, University of Pennsylvania
3:05 PM
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A Joint Model for Longitudinal Measurements and Competing Risks Survival Data
Gang Li, University of California, Los Angeles
3:05 PM
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Longitudinal Factor Analysis of Continuous and Ordinal Data
Bradley J. Barney, Texas A&M University; Valen Johnson, MD Anderson Cancer Center; Simon J. Sheather, Texas A&M University; Veera Baladandayuthapani, MD Anderson Cancer Center; Xin Shelley Wang, MD Anderson Cancer Center; Charles S. Cleeland, MD Anderson Cancer Center
3:05 PM
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A Single Test Derived from Modeling Biological Heterogeneity of Multiple Serum Biomarkers via Mixture Models Using Bayesian Inference
Eric A. Macklin, MGH Biostatistics Center; Ying Zhou, MGH Biostatistics Center; Trenton C. Pulsipher, MGH Biostatistics Center; Steven James Skates, Massachusetts General Hospital
3:05 PM
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Joint Quantile Regression: A Bayesian Approach
Surya Tokdar, Duke University
3:05 PM
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Multiple Imputation Framework for Combining Data from Multiple Sources
Trivellore Raghunathan, University of Michigan
3:20 PM
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Stochastic Matching Pursuit for Bayesian Variable Selection
Ray-Bing Chen, National University of Kaohsiung; Chi-Hsiang Chu, National University of Kaohsiung; Te-You Lai, National University of Kaohsiung; Ying Nian Wu, University of California, Los Angeles
3:20 PM
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Bayesian Models Predicting the Return to Prison
Gail Blattenberger, The University of Utah; Richard Fowles, The University of Utah; John Krantz, The University of Utah
3:20 PM
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Is It Rare or Common? A Coalescent Tree Approach to Identify the Genetic Types of Variants Underlying Complex Diseases
Kaustubh Adhikari, Harvard University; Christoph Lange, Harvard School of Public Health
3:20 PM
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Expect the Unexpected: Bayesian Adaptive Dose-Finding Design in Proof-of-Concept Study
Feng Liu, GlaxoSmithKline
3:25 PM
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Bayesian Tracking of Emerging Epidemics Using Ensemble Optimal Statistical Interpolation (EnOSI)
Ashok Krishnamurthy, University of Colorado, Denver
3:35 PM
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Bayesian Adaptive Designs for Dose Escalation Studies
Anna Elizabeth McGlothlin, Eli Lilly and Company
4:05 PM
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Informed Bayesian Biclustering of Microarray Data
Lisa Pham, Boston University; Mayetri Gupta, Boston University; Surajit Ray, Boston University; Eric Kolaczyk, Boston University
4:20 PM
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Bayesian Empirical Orthogonal Function Method and Its Application
Yiping Dou, The University of British Columbia; Nhu Le, BC Cancer Agency; Jim Zidek, The University of British Columbia
4:20 PM
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Simulation of Risk of Codling Moth Establishment from Imported Apples
Eleanor Shannon Neeley, Brigham Young University
4:20 PM
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An Application of Semiparametric Bayesian Isotonic Regression to the Study of Radiation Effects in Spaceborne Microelectronics
Marian Farah, University of California, Santa Cruz; Athanasios Kottas, University of California, Santa Cruz; Robin D. Morris, Universities Space Research Association
4:25 PM
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Marginally Specified Hierarchical Models for Networks and Relational Data: An Application to Health Policy
Andrew C. Thomas, Carnegie Mellon University; Joseph Blitzstein, Harvard University
4:25 PM
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Using Logistic Regression of Sparse Data to Predict Influenza
Hector Lemus, San Diego State University
4:35 PM
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Using Bayesian Adaptive Designs for FDA Event Safety Studies
Jason Connor, Berry Consultants, LLC; Scott Berry, Berry Consultants, LLC; Donald Arthur Berry, MD Anderson Cancer Center
4:45 PM
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Flexible Bent-Cable Models for Mixture Longitudinal Data
Shahedul Ahsan Khan, University of Waterloo; Grace Chiu, CSIRO; Joel A. Dubin, University of Waterloo
4:45 PM
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A Perspective on the Connection Between Bayesian and Frequentist Approaches
Jin Wang, Abbott Vascular
5:05 PM
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A Bayesian Dose-Finding Design Adapting to Efficacy and Tolerability Response
S. Krishna Padmanabhan, Pfizer Inc.; Scott Berry, Berry Consultants, LLC; Vladimir Dragalin, Pfizer Inc.; Michael Krams, Pfizer Inc.
5:05 PM
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A Novel Bayesian Approach to Assessing the Risk of QT Prolongation
Suraj Anand, Novartis Pharmaceuticals Corporation; Sujit Kumar Ghosh, North Carolina State University
5:05 PM
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Bayesian Influence Methods with Missing Covariates in Survival Analysis
Diana Lam, The University of North Carolina at Chapel Hill; Joseph G. Ibrahim, The University of North Carolina at Chapel Hill; Hongtu Zhu, The University of North Carolina at Chapel Hill
5:05 PM
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Different Approaches to Model Averaging in Environmental Risk Assessment
Esben Budtz-Jørgensen, University of Copenhagen
5:20 PM
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Monday, 08/02/2010
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Joint Modeling of Epigenetic Data, Transcription Factor Binding Data, and Expression Data
Guanghua Xiao, UT Southwestern Medical Center
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Bayesian Item Response Model When Performance Is Affected by Test Anxiety
Cibele Queiroz Da-Silva, Universidade de Brasilia; Antonio Eduardo Gomes, Universidade de Brasilia
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Bayesian Modeling for Space-Time Surveillance of Disease
Andrew Lawson, Medical University of South Carolina
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Meta-Analysis: Current State, Recent Developments, and Unresolved Problems
Dalene Stangl, Duke University
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Characterizing the Mutation Pathway for Integrase Inhibitor
Jing Zhao, Merck Research Laboratories
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Modeling Menstrual Cycle Length at the Approach of Menopause Using Bayesian Changepoint Models
Xiaobi Huang, University of Michigan; Michael R. Elliott, University of Michigan
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Spline Models for the Population Total from PPS Samples: The Precision Gain from Knowing the Sizes of Nonsampled Units
Sahar Z. Zangeneh, University of Michigan; Roderick Joseph Little, University of Michigan
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Bayesian Mixed Hidden Markov Models (BMHMM): A Multilevel Approach to Modeling Childhood Asthma
Yue Zhang, University of Southern California; Kiros Berhane, University of Southern California
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Using Bayesian Logistic Regression to Estimate the Risk or Prevalence Ratio
Charles E. Rose, Jr., CDC; Andrew Lewis Baughman, CDC
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Bayesian, Frequentist, or Both? Model-Robust Regression and the 'Sandwich' Estimator
Adam A. Szpiro, University of Washington; Kenneth Rice, University of Washington; Thomas Lumley, University of Washington
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A General Framework of Adaptive Designs for Early-Phase Oncology Clinical Trials
Lixin Lang, Bristol-Myers Squibb; Ralph Raymond, Bristol-Myers Squibb
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Bridging Eras in Sports, Revisited
C. Shane Reese, Brigham Young University
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A Nonparametric Wavelet-Based Approach to Modeling the Genetic Diversity of Influenza A Through Time
Jennifer Aileen Tom, University of California, Los Angeles; Marc Suchard, University of California, Los Angeles; Janet Suzanne Sinsheimer, University of California, Los Angeles
8:35 AM
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Modeling Marketing Data with Collinear Data
Joseph Retzer, MarketTools Inc.
8:50 AM
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A Hierarchical Bayesian Model for Environmental Correlated Count Processes with Application to Fisheries Habitat Management
Ali Arab, Georgetown University; Scott Holan, University of Missouri; Christopher Wikle, University of Missouri; Mark Wildhaber, U.S. Geological Survey
8:50 AM
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Operational Characteristics of a Go/No-Go Decision Rule in an Early Clinical Trial
Atalanta Ghosh, Johnson & Johnson; Jose Carlos Pinheiro, Johnson & Johnson; Paul Rothenberg, Johnson & Johnson
8:50 AM
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Approximate Bayesian Inference of Bacterial Population Trees with Next-Generation Sequencing Data
Alexander V. Alekseyenko, New York University; Marc Suchard, University of California, Los Angeles
8:55 AM
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Robust Covariate Control in Cluster-Randomized Trials with MPLUS and WinBUGS
Jiaquan Fan, Westat
9:05 AM
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A Conditional Bayesian Logistic Regression Model (BLRM) with Overdose Control
Lu-May Chiang, Novartis Pharmaceuticals Corporation; Adarsh Joshi, Eli Lilly and Company; David Ohlssen, Novartis Pharmaceuticals Corporation; Jyotirmoy Dey, Novartis Pharmaceuticals Corporation
9:05 AM
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An Evaluation of the N-Mixture Model for Pseudo-Replicated Count Data in Animal Abundance Estimation
Sherwin G. Toribio, University of Wisconsin-La Crosse; Brian R. Gray, U.S. Geological Survey
9:05 AM
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A Bayesian Vector Multidimensional Scaling Procedure for the Analysis of Ordered Preference Data
Duncan K.H. Fong, Penn State
9:20 AM
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Multivariate Longitudinal Bayesian Imputation for Global Statistical Test, with Applications to Parkinson's Disease
Sheng Luo, The University of Texas School of Public Health; Andrew Lawson, Medical University of South Carolina; Jordan J. Elm, Medical University of South Carolina; Barbara C. Tilley, The University of Texas Health Science Center at Houston
9:20 AM
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Bayesian Decision Analysis for Diagnostic Procedures
Ying Lu, Stanford University; John Kornak, University of California, San Francisco
9:35 AM
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EWOC Online: A Novel Web Application for Computing a Bayesian Phase I Design Method for Dose-Finding with Escalation with Overdose Control
Dror Berel, Cedars-Sinai Medical Center; Andre Rogatko, Oschin Comprehensive Cancer Institute
9:35 AM
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Multiple Imputation for Missing Values Through Conditional Semiparametric Odds Ratio Models
Hua Yun Chen, University of Illinois at Chicago; Hui Xie, University of Illinois at Chicago
9:35 AM
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An Algorithm to Evaluate Probability of Success for Decisionmaking in Early Drug Development
Annie Wang, Abbott Laboratories; Narinder Nangia, Abbott Laboratories
9:50 AM
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A Multistate Modeling and Prediction of Survival Distribution Using Information on Subject's Tumor Response Over Time
Shengyan Hong, MedImmune; Iiya Lipkovich, Eli Lilly and Company; Yan Daniel Zhao, Eli Lilly and Company
9:50 AM
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Bayesian Quantile Regression in Stratified Sampling
Nanhua Zhang, University of Michigan; Michael R. Elliott, University of Michigan
9:50 AM
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A Bayesian Hierarchical Model for Combining Multiple Longitudinal Aging Studies
Nuoo-Ting Molitor, Imperial College, London; Sylvia Richardson, Imperial College, London; John Molitor, Imperial College, London; Nicky Best, Imperial College, London
9:50 AM
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Good Bayesian and Other Thinking
Stephen E. Fienberg , Carnegie Mellon University
10:35 AM
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Bayesian Generalized Method of Moments
Guosheng Yin, The University of Hong Kong
10:35 AM
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Statistical Challenges in Modeling Wildlife Diseases
Jennifer A. Hoeting, Colorado State University; Andrew A. Merton, Colorado State University; Colleen T. Webb, Colorado State University
10:35 AM
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Comparison of Cure Rate Models in Competing Risks Framework
Sanjib Basu, Northern Illinois University; Suchitrita Sarkar, Northern Illinois University
10:35 AM
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Adaptive Bayesian Calibration of Computer Models Using Sequential Monte Carlo
Gardar Johannesson, Lawrence Livermore National Laboratory
10:35 AM
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Incorporating Sampling Designs Into a Grade of Membership (GoM) Model
Marnie Bertolet, University of Pittsburgh
10:50 AM
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Multivariate Spatial Factor Analysis Using Gaussian Predictive Processes
Qian Ren, University of Minnesota; Sudipto Banerjee, University of Minnesota
10:50 AM
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Multilevel Bayesian models of survival and zero-inflated longitudinal patient-reported outcomes
Laura A. Hatfield, University of Minnesota; Mark E. Boye, Eli Lilly and Company; Michelle Denise Hackshaw, Eli Lilly and Company; Bradley P. Carlin, University of Minnesota
10:55 AM
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Statistical Foundations and the Philosophy of I. J. Good
James Berger, Duke University
11:00 AM
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Hierarchical Model Building, Fitting, and Checking: A Behind-the-Scenes Look at a Bayesian Analysis of Arsenic Exposure Pathways
Peter F. Craigmile, The Ohio State University; Catherine Calder, The Ohio State University; Hongfei Li, IBM T.J. Watson Research Center; Rajib Paul, Western Michigan University; Noel A. Cressie, The Ohio State University
11:05 AM
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Comparing the Cumulative False-Positive Risk of Screening Mammography Programs Using a Discrete Time Survival Model Allowing for Nonignorable Drop-Out
Rebecca Hubbard, Group Health Research Institute; Diana Miglioretti, Group Health Research Institute
11:05 AM
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Adaptive Gaussian Predictive Process Model for Large Spatial Data Sets
Rajarshi Guhaniyogi, University of Minnesota; Andrew Finley, Michigan State University; Sudipto Banerjee, University of Minnesota; Alan E. Gelfand, Duke University
11:05 AM
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Modeling Variability in Blood Glucose Data Collected in Continuous Monitoring Using ARIMA and Hierarchical Bayesian MCMC GLMM Models
Alex Zolot, StatVis Consulting
11:05 AM
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A Bayesian Model for Misclassified Binary Outcomes and Correlated Survival Data, with Applications to Breast Cancer
Min Yi, The University of Texas Health Science Center at Houston; Sheng Luo, The University of Texas School of Public Health; Xuelin Huang, MD Anderson Cancer Center; Kelly K. Hunt, MD Anderson Cancer Center
11:15 AM
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Bias Correction and Bayesian Analysis of Digital Gene Expression Libraries
Russell L. Zaretzki, University of Tennessee; Michael A. Gilchrest, University of Tennessee
11:15 AM
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Using Bayesian Predictive Distributions to Identify Outbreaks of Influenza-Like Illness
Owen Devine, CDC; Howard Burkom, The Johns Hopkins University
11:15 AM
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Spatial Multinomial Regression Models for the Analysis of Land Cover Data
Jun Zhu, Colorado State University; Chongyang Jin, University of Wisconsin-Madison; Stephan Sain, National Center for Atmospheric Research; Michelle M. Steen-Adams, University of New England
11:15 AM
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Computational Issues in Bayesian Design of Life Tests
Refik Soyer, The George Washington University
11:15 AM
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Estimation of Faraday Rotation Measures of the Near Galactic Sky Using a Nonstationary Gaussian Process Model
Margaret Short, University of Alaska, Fairbanks; Philipp P. Kronberg, Los Alamos National Laboratory; Dave Higdon, Los Alamos National Laboratory
11:20 AM
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Dynamic Model Averaging for Online Prediction of Continuous and Discrete Processes
Adrian E. Raftery, University of Washington
11:25 AM
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Nonstationary Gaussian Process Models via Treed Process-Convolutions
Waley Liang, University of California, Santa Cruz
11:35 AM
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A Bayesian Shrinkage Model for Incomplete Longitudinal Binary Data with Application to the Breast Cancer Prevention Trial
Chenguang Wang, FDA; Michael J. Daniels, University of Florida; Daniel O. Scharfstein, Johns Hopkins Bloomberg School of Public Health; Stephanie R. Land, University of Pittsburgh
11:35 AM
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Data Augmentation Strategies for the Bayesian Spatial Probit Regression Model
Candace Berrett, The Ohio State University; Catherine Calder, The Ohio State University
11:35 AM
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Modeling Categorized and Aggregated Dive Depth Data from Marine Mammals
Megan Higgs, Montana State University; Jay Ver Hoef, NOAA
11:55 AM
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Bayesian Meta-Analysis of Rare Events Incorporating Historical Controls
Yan Zheng, sanofi-aventis; Xin Zhi, sanofi-aventis
2:05 PM
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Bayesian Model Comparison in Cosmology with Population Monte Carlo
Christian Plessis Robert, Universite Paris-Dauphine
2:05 PM
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A Bayesian Latent Variable Model for Identifying Slow Early Fetal Growth
James C. Slaughter, Vanderbilt University; Amy H. Herring, The University of North Carolina at Chapel Hill
2:05 PM
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Bayesian Benchmarking with Applications to Small-Area Estimation
Rebecca Carter Steorts, University of Florida; Ghosh Malay, University of Florida; Gauri Datta, The University of Georgia
2:05 PM
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Autologistic Models for Binary Data on a Lattice
John Hughes, Penn State; Murali Haran, Penn State; Petrutza Caragea, Iowa State University
2:05 PM
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A Closer Look at Models Developed for Landscape Genetics
Kezia Manlove, Montana State University; Megan Higgs, Montana State University
2:05 PM
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Bayesian Meta-Analysis of Genetic Association Studies: Effective Combining Evidence and Efficent Handling Missing Data
Xiaoquan Wen, The University of Chicago; Matthew Stephens, The University of Chicago
2:05 PM
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Application of Bayesian Analysis in the Identification of Quantitative Trait Loci (QTL) in Dogs
Lan Zhu, Oklahoma State University
2:05 PM
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Bayesian LASSO for Genome-Wide Association Analysis
Jiahan Li, Penn State; Rongling Wu, Penn State
2:20 PM
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Approximate Bayesian Computing for Spatial Extremes
Robert Erhardt, The University of North Carolina at Chapel Hill
2:20 PM
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Bayesian Clustering and Sparse Modeling of Interactions in Epidemiology
Amy H. Herring, The University of North Carolina at Chapel Hill; David Dunson, Duke University
2:25 PM
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Bayesian Inference for Stereotype Regression
Bhramar Mukherjee, University of Michigan
2:25 PM
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Prediction of Individual Long-Term Outcomes from a Multivariate Cure-Mixture Frailty Model
Yimei Li, University of Pennsylvania; Daniel F. Heitjan, University of Pennsylvania; E. Paul Wileyto, University of Pennsylvania
2:30 PM
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Dynamic Stock Selection Strategies: A Structured Factor Model Framework
Hedibert Freitas Lopes, The University of Chicago Booth School of Business; Carlos Marinho Carvalho, The University of Chicago Booth School of Business; Omar Aguilar, Financial Engines
2:30 PM
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Semiparametric Bayesian Analysis of High-Throughput Array CGH Data
Subharup Guha, University of Missouri
2:35 PM
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Bayesian Models for Genetic Pathways
Yuan Ji, MD Anderson Cancer Center
2:45 PM
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Some Asymptotics for Geostatistical Model Selection
Hsin-Cheng Huang, Academia Sinica
2:50 PM
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Complete and Incomplete Bayesian Models for Financial Time Series
John Geweke, University of Technology, Sydney
2:55 PM
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Meta-Analysis of Diagnostic Test Characteristics in the Absence of a Gold Standard Reference Test
Nandini Dendukuri, McGill University; Ian Schiller, McGill University; Lawrence Joseph, McGill University; Madhukar Pai, McGill University
3:05 PM
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Bayesian Joint Model of Multivariate Ordinal Data with Competing Risks Survival Time
Pulak Ghosh, Indian Institute of Management, Bangalore
3:05 PM
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Tuesday, 08/03/2010
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Bayesian Methods for Copy Number Inference in Heterogeneous Cancers Using SNP Arrays
Christopher Yau, University of Oxford; Christopher C. Holmes, University of Oxford
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Decisionmaking in Public Policy: Problems from DOT, FDA, and NASA
David Banks, Duke University
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A Decision-Theoretic Approach to Gene Set Analysis
Simina Maria Boca, Johns Hopkins Bloomberg School of Public Health; Hector Corrada Bravo, Johns Hopkins Bloomberg School of Public Health; Giovanni Parmigiani, Harvard University; Jeffrey Leek, Johns Hopkins Bloomberg School of Public Health
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Design, Implementation, and Results for a Bayesian Adaptive Randomization Trial for Targeted Therapy in Lung Cancer
Suyu Liu, MD Anderson Cancer Center; J. Jack Lee, MD Anderson Cancer Center
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Causal Inference in Observational Studies with Missing Data: A Bayesian Nonparametric Approach
Jennifer Hill, New York University; Jose Zubizarreta, The Wharton School, University of Pennsylvania
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Bayesian Nonparametric Inference of Effective Population Trajectories with Gaussian Processes
Julia Adela Palacios, University of Washington; Vladimir Minin, University of Washington
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Modeling Spatial Structure Using High-Throughput Data
Ke Wang, Southern Methodist University ; Xinlei Wang, Southern Methodist University; Guanghua Xiao, UT Southwestern Medical Center
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Analyzing Cognitive Testing Data with Extensions of Item Response Theory Models
Jonathan Gruhl, University of Washington; Elena A. Erosheva, University of Washington; Paul K. Crane, University of Washington
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On Statistical Properties of a Content Validity-Based Bayesian Approach for Validating Measures of Patient-Reported Outcomes
Byron J. Gajewski, The University of Kansas; Valorie Coffland, The University of Kansas School of Nursing; Jamie Leopold, The University of Kansas School of Nursing; Nancy Dunton, The University of Kansas School of Nursing; Diane Boyle, The University of Kansas School of Nursing; Marge Bott, The University of Kansas School of Nursing
8:35 AM
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A Bayesian Model for Inferring Prehistoric Temperatures from Natural Proxies
Martin Tingley, Statistical and Applied Mathematical Sciences Institute; Peter Huybers, Harvard University; Konrad Hughern, Woods Hole Oceanographic Institution
8:35 AM
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Functional Data Analysis of the Trends and Predictors of Climate in BC
Simon Joseph Bonner, The University of British Columbia; Nathaniel Kenneth Newlands, Agriculture and Agri-Food Canada; Budong Qian, Agriculture and Agri-Food Canada; Nancy Heckman, The University of British Columbia
8:35 AM
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A Bayesian Semiparametric Approach to Causal Inference with Intermediate Variables
Fan Li, Duke University; Scott Schwartz, Duke University; Fabrizia Mealli, University of Florence
8:35 AM
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Achieving Accurate Computation in Bayesian Scale-Usage Models
Chris Hans, The Ohio State University; Greg Allenby, The Ohio State University; Peter F. Craigmile, The Ohio State University; Ju Hee Lee, The Ohio State University; Steven MacEachern, The Ohio State University; Xinyi Xu, The Ohio State University
8:35 AM
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A Probability for Classification Based on the Mixture of Dirichlet Process Model
Ruth Fuentes-Garcia, Universidad Nacional Autónoma de México; Ramses Mena, IIMAS-UNAM; Stephen Graham Walker, University of Kent
8:50 AM
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Predicting Crop Yield in the Canadian Prairies
Luke Bornn, The University of British Columbia; Jim Zidek, The University of British Columbia
8:55 AM
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A Hierarchical Bayesian Model of Learning in the Acquisition of a Skill
Jun Lu, American University; Dongchu Sun, University of Missouri; Paul Speckman, University of Missouri-Columbia; Jeff Rouder, University of Missouri
8:55 AM
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Nonparametric Bayesian Methods for Measurement Error Problem in Matched Case-Control Studies
Nels Johnson, Virginia Tech; Inyoung Kim, Virginia Tech
9:05 AM
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A Bayesian Approach to Fitting Mixed Models Using Shape-Restricted Regression Splines
Amber Hackstadt, Colorado State University; Mary Meyer, Colorado State University; Jennifer A. Hoeting, Colorado State University
9:05 AM
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Estimating Colorectal Cancer Screening in the Presence of Missing Data in a Population with a Resistant Subset and Multiple Observations
Yolanda Cecile Hagar, University of California, Davis; Laurel Beckett, University of California, Davis; Danielle Harvey, University of California, Davis School of Medicine; Joshua Fenton, University of California, Davis School of Medicine
9:05 AM
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Analysis of Rolling Group Therapy Data Using Conditionally Autoregressive Priors
Susan Paddock, RAND Corporation; Sarah Hunter, RAND Corporation; Katherine Watkins, RAND Corporation; Daniel F. McCaffrey, RAND Corporation
9:15 AM
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Application of Bayesian Joint Modeling of Time-to-Event and Patient-Reported Outcomes in an Oncology Clinical Trial
Luping Zhao, Eli Lilly and Company; Wei Shen, Eli Lilly and Company; Haoda Fu, Eli Lilly and Company ; Michelle Denise Hackshaw, Eli Lilly and Company; Mark E. Boye, Eli Lilly and Company
9:15 AM
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Bayesian Nonparametric Intensity Estimation for Inhomogeneous Spatial Point Processes
Yu Ryan Yue, Baruch College, CUNY; Ji Meng Loh, AT&T Labs - Research
9:15 AM
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Extending the Multivariate Probit Model to Accomodate Spatial Data
Aline Tabet, The University of British Columbia
9:15 AM
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Bayesian Estimation of Pair Copula Constructions with Discrete Margins
Anastasios Nicholas Panagiotelis, Technische Universitaet Muenchen; Claudia Czado, Technische Universitaet Muenchen
9:20 AM
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Nonparametric Bayesian Estimation of an Unknown Dose
Bahman Shafii, University of Idaho; William James Price, University of Idaho
9:35 AM
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Bayesian Smoothing Spline ANOVA Model
Paul Speckman, University of Missouri-Columbia; Chin-I Cheng, Central Michigan University
9:35 AM
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MCMC Algorithms for Bayesian Models Involving Binary Data
Santanu Pramanik, NORC; Edward Mulrow, NORC
9:35 AM
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Bayesian Model Averaging for Improved Prediction of Soil Moisture and Crop Yield from Agro-Ecosystem Models
Reza Hosseini, Simon Fraser University; Gabriela Espino-Hernandez, The University of British Columbia; Nathaniel Kenneth Newlands, Agriculture and Agri-Food Canada
9:35 AM
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A bayesian approach for detection of multilocus interaction in case control studies
Saonli Basu, University of Minnesota
9:35 AM
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Paleoclimatic Reconstruction of Annual Precipitation in the East, North, and Central Division of Midwest Region: A Bayesian Hierarchical Model for Sparse Spatial Data
Rajib Paul, Western Michigan University; Kwok Wai Lau, CSIRO; William R. VanHove, Western Michigan University
9:55 AM
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A Generalized Bayesian Spatial Prediction Method
Jim Zidek, The University of British Columbia; Yiping Dou, The University of British Columbia; Nhu Le, BC Cancer Agency
10:35 AM
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Network-Based Auto-Probit Modeling for Protein Function Prediction
Xiaoyu Jiang, Boehringer Ingelheim Pharmaceuticals, Inc.; David Gold, State University of New York at Buffalo; Eric Kolaczyk, Boston University
10:35 AM
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A Bayesian Adaptive Design with Biomarkers for Targeted Therapies
Jens C. Eickhoff, Colorado State University; KyungMann Kim, University of Wisconsin-Madison; Jill M. Kolesar, University of Wisconsin-Madison; Jason R. Gee, Lahey Clinic Medical Center
10:35 AM
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Bayesian Inference in Partially Identified Models
Paul Gustafson, The University of British Columbia
10:35 AM
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Approximate Bayesian Computation for Spatial Extremes via Open-Faced Sandwich Adjustment
Benjamin Shaby, Statistical and Applied Mathematical Sciences Institute
10:35 AM
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A Consistency Result for Bayesian Model Selection Using Nonlocal Priors
Valen Johnson, MD Anderson Cancer Center
10:35 AM
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A Prior Distribution of Bayesian Nonparametrics Incorporating Distances of Various Types
Brian M. Hartman, Texas A&M University; David Dahl, Texas A&M University; Bani K. Mallick, Texas A&M University; Debabrata (Debu) Talukdar, State University of New York at Buffalo
10:50 AM
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Improved Estimates for the Impact of Baserunning in Baseball
Benjamin Strong Baumer, CUNY Graduate Center
10:55 AM
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Nonidentifiable Issues in a Bayesian Cox Cluster Process Model for Functional Neuroimaging Data Analysis
Jian Kang, University of Michigan; Timothy D. Johnson, University of Michigan
10:55 AM
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Diagnostics for Bayesian Hierarchical Models of Response Time Data
Peter F. Craigmile, The Ohio State University; Mario Peruggia, The Ohio State University; Trisha Van Zandt, The Ohio State University
10:55 AM
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Bayesian Modeling for Spatial Extreme Values
Huiyan Sang, Texas A&M University
11:00 AM
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Fuzzy Clustering and Bayesian Model Selection for Peptide/Protein Identification
Soyoung Ryu, University of Washington; Vladimir Minin, University of Washington; Dave Goodlett, University of Washington
11:05 AM
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Nonidentifiability in the Context of Missing Confounders
Lawrence McCandless, Simon Fraser University
11:15 AM
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Model Prior Choice and Multiplicity Correction in Bayesian Model and Variable Selection
Melanie Ann Wilson, Duke University; Merlise Clyde, Duke University; Edwin Iversen, Duke University
11:15 AM
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Multivariate Zero-Inflated Bayesian Spatial Model
Chong He, University of Missouri; Jing Zhang, Miami University
11:25 AM
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Bayesian Calibration of Microsimulation Models
Carolyn M. Rutter, Group Health Research Institute
11:25 AM
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Bayesian Nonparametric Point Process Modeling for Extreme Value Analysis
Athanasios Kottas, University of California, Santa Cruz; Ziwei Wang, University of California, Santa Cruz; Abel Rodriguez, University of California, Santa Cruz; Bruno Sanso, University of California, Santa Cruz
11:25 AM
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I-SPY2: Identifying Biomarker Signatures for Therapeutic Agents in Neoadjuvant Breast Cancer
Donald Arthur Berry, MD Anderson Cancer Center; Kyle Wathen, MD Anderson Cancer Center; Nebiyou Bekele, MD Anderson Cancer Center; Laura Esserman, University of California, San Francisco
11:35 AM
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A Bayesian Method for Estimating Disease Prevalence in the Presence of a Hidden Subpopulation
Chaoxiong Xia, The University of British Columbia; Paul Gustafson, The University of British Columbia
11:35 AM
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Alternative Bayesian Formulation for Robustness to Outliers
Martin Heller, Unemployed
11:35 AM
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Nonparametric Spatial Models for Extreme Temperature Data
Montserrat Fuentes, North Carolina State University; John Henry, North Carolina State University; Brian Reich, North Carolina State University
11:50 AM
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Applications and Implications of a Nested Dirichlet Model of Baseball Player Ability
Brad Null, AOL Research
11:55 AM
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A Hybrid Geometric Select-and-Test Design Based on Treatment Failure Time and Toxicity
Peter F. Thall, MD Anderson Cancer Center
2:05 PM
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Gaussian Process--Based Bayesian Semiparametric Quantitative Trait Loci Interval Mapping
Fei Zou , The University of North Carolina at Chapel Hill; Hanwen Huang, The University of North Carolina at Chapel Hill; Haibo Zhou, The University of North Carolina at Chapel Hill; Fuxia Cheng, Illinois State University; Ina Hoeschele, Virginia Tech
2:05 PM
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Short-Term Inflation Projections for the Euro Area
Domenico Giannone, ECARES
2:05 PM
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Two-Phase Study: Application to Gene-Environmental Interaction
Jaeil Ahn, University of Michigan; Bhramar Mukherjee, University of Michigan
2:05 PM
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A Dynamic Approach for the Piecewise Exponential Model with Random Time Grid
Dipak K. Dey, University of Connecticut
2:05 PM
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Prediction Intervals for the Local Spectrum Estimate
Kara Stevens, University of Bristol; Guy Nason, University of Bristol
2:05 PM
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Issues in Model Emulation/Evaluation in Dynamic Network Studies in Systems Biology
Mike West, Duke University
2:15 PM
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Bayesian Median Regression for Censored Survival Data via Transform-Both-Sides Model
Debajyoti Sinha, Florida State University; Jian-Chang Lin, Florida State University; Stuart R. Lipsitz, Brigham and Women's Hospital
2:25 PM
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Who Needs Bayesian Phase I Trials?
Rick Chappell, University of Wisconsin-Madison
2:30 PM
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Full Bayesian Procedure for File Linking to Analyze End-of-Life Medical Costs
Roee Gutman, Harvard University; Alan Zaslavsky, Harvard Medical School
2:45 PM
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Robust Multiple Imputation Based on Bayesian Bootstrap Predictive Mean Matching
Florian Koller-Meinfelder, Universität Bamberg
2:50 PM
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Generalized Point Estimation with Application to Small Response Estimation
Sam Weerahandi, Pfizer Inc.
3:20 PM
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Bayesian Semiparametric Analysis of Case-Control Studies with Time-Varying Exposures
Dhiman Bhadra, University of Florida; Michael J. Daniels, University of Florida; Malay Ghosh, University of Florida; Bhramar Mukherjee, University of Michigan
3:25 PM
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Inferential Methods for Graphical Models
Saeid Yasamin, Stanford University
3:25 PM
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Wednesday, 08/04/2010
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Bayesian Methods in Genomics: Searching for Unity in Diverse Data Sources
Bhramar Mukherjee, University of Michigan; Debashis Ghosh, Pennsylvania State University
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Choosing Bayes Priors for Estimating Values Near Zero: A Case Study with the Beta-Binomial and the Gamma-Poisson Distributions
Marcela Alfaro , Universidad de Costa Rica
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A Bayesian Generalized Linear Mixed Model for HIV-1 Vaccine Immune Response with Missing Data
Sydeaka Patrice Watson, Baylor University; John Seaman, Baylor University; James Stamey, Baylor University; Bette Korber, Los Alamos National Laboratory; Mark Muldoon, University of Manchester
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MATLAB Toolbox for the Analysis of fMRI Data: A Bayesian Spatial Model for Activation and Connectivity
Lijun Zhang, Emory University; Sanjay Agravat, Emory University; Gordana Derado, Emory University; DuBois Bowman, Emory University
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OpenBUGS Software for Bayesian Modeling
Neal Thomas, Pfizer Inc.
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Bayesian Goodness-of-Fit Test and Semiparametric Generalization with Measurement Data
Angela Schoergendorfer, University of Kentucky; Adam J. Branscum, University of Kentucky; Timothy Edward Hanson, University of Minnesota
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Dirichlet Processes for Quantal Response Equilibrium Models: Examination of Pegged Exchange Rate Policies
Anton H. Westveld, University of Nevada at Las Vegas; Kevin M. Quinn, University of California, Berkeley School of Law
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Multilevel Modeling of Follow-Up Studies with Missing Data
Monica Michelle Bennett, Baylor University; John Seaman, Baylor University; James Stamey, Baylor University
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Bayesian Estimation of Burr Type XII Parameters with General Progressive Type II Censoring
Chansoo Kim, Kongju National University; Seongho Song, University of Cincinnati
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Bayesian Extension of Fisher's Exact Test in the Presence of Missing Data
Heather Yan Lin, MD Anderson Cancer Center; Stuart R. Lipsitz, Brigham and Women's Hospital; Debajyoti Sinha, Florida State University; Garrett Fitzmaurice, Harvard Medical School; Stephen Lipshutlz, University of Miami Miller School of Medicine; J. Jack Lee, MD Anderson Cancer Center
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Intention-to-Treat Analysis in Presence of Noncompliance
Rajarshi Mukherjee, Harvard University
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Hierarchical Bayesian Models for Predicting Spatially Correlated Curves
Bani K. Mallick, Texas A&M University
8:35 AM
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Efficient Early Phase Designs in Oncology Based on Evidence Synthesis
Jyotirmoy Dey, Novartis Pharmaceuticals Corporation; Wentao Feng, Novartis Pharmaceuticals Corporation
8:35 AM
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Bayesian and Frequentist Methods for Provider Profiling Using Risk-Adjusted Assessments of Medical Outcomes
Michael Joseph Racz, Albany College of Pharmacy and Health Sciences; Joseph Sedransk, Case Western Reserve University
8:35 AM
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The Effect of Back-to-Back Games in the NHL: Top Shelf or Garbage Goal?
Michael A. Rutter, Penn State Erie, The Behrend College
8:35 AM
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Estimation of Minimum Mortality Rates and Excess Mortality from Regional Data
Ronald Gangnon, University of Wisconsin
8:50 AM
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Semiparametric Bayesian Modeling of Spatio-Survival Data Under Cure Fraction
Sandra Milena Hurtado Rua, University of Connecticut; Dipak K. Dey, University of Connecticut
8:50 AM
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A Bayesian Approach for Array CGH Segmentation to Assess Chromosomal Aberrations via Gibbs Sampling
Jingjing Ye, Pfizer Inc.; Qiuyan Xu, Travelers Insurance
8:55 AM
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Forecasting Clinical Trial Enrollment: A Case Study
Zachary Skrivanek, Eli Lilly and Company
9:05 AM
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Combining Information on Adjuvant Cancer Therapies from Multiple Sources to Correct Misreporting
Yulei He, Harvard Medical School; Alan Zaslavsky, Harvard Medical School
9:05 AM
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Application of Methods for Assessing Risk-Benefit in Clinical Trials
Menghui Chen, Merck & Co., Inc.; Shailaja Suryawanshi, Merck & Co., Inc.
9:05 AM
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Bayesian Adaptive Phase II/III Clinical Trial Design Using the Relationship Between Tumor Response and Survival
Donald Arthur Berry, MD Anderson Cancer Center; Haiying Pang, MD Anderson Cancer Center
9:20 AM
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The Bayesian Hierarchical Model for Estimating the Size of HIV At-Risk Populations in Bangladesh
Le Bao, University of Washington; Adrian E. Raftery, University of Washington; Amala Reddy, UNAIDS Regional Support Team Asia-Pacific
9:20 AM
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Learning Functional Brain Connectivity with Time-Series Bayesian Network from fMRI Data
Xiangxiang Meng, University of Cincinnati; Xiaodong Lin, Rutgers University
9:20 AM
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Studying Simulated Mass Layoff Events and Employment/Unemployment Data with Factor Analysis, Multiple Regression, and Bayesian Methods
Zhe (Jason) Liu, Iowa State University; Mack Shelley, Iowa State University
9:20 AM
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Evaluating Individual Player Contributions in Basketball
Jarad Niemi, University of California, Santa Barbara
9:20 AM
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Bayesian Partition Models for Detecting Interactions
Jun Liu, Harvard University
10:35 AM
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Discovering Regression Structure with a Bayesian Ensemble
Edward I. George, University of Pennsylvania
10:35 AM
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New Bayesian Nonparametric Mixture Models
Stephen Graham Walker, University of Kent; Ramses Mena, IIMAS-UNAM
10:35 AM
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Bayesian ROC Curve Estimation Under Binormality with the Partial Gold Standard
Jiezhun Gu, Duke Clinical Research Institute; Subhashis Ghosal, North Carolina State University
10:35 AM
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Bayesian Dose Escalation Using PK as a Covariate
Arun Krishna, Novartis Oncology; Venkat Sethuraman, Novartis Oncology; Lu-May Chiang, Novartis Pharmaceuticals Corporation
10:35 AM
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Local-Mass Preserving Prior Distributions for Nonparametric Bayesian Models
Ju Hee Lee, The Ohio State University; Steven MacEachern, The Ohio State University
10:35 AM
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Outcome-Informed Clustering of Gene Expression Profiles
Jessie Jann Hsu, Harvard University; David Schoenfeld, Harvard University; Dianne Finkelstein, Harvard University
10:35 AM
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Mutation Rate Estimation and Classification of Driver and Passenger Genes in Cancer
Jie Ding, Dana-Farber Cancer Institute; Giovanni Parmigiani, Harvard University; Xiaogang Zhong, The Johns Hopkins University
10:35 AM
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Bayesian Models on Species Richness of Fish in the Gulf of Maine
Xia Wang, National Institute of Statistical Sciences; Ming-Hui Chen, University of Connecticut; Dipak K. Dey, University of Connecticut; Chiu-Yen Kuo, University of Connecticut
10:50 AM
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Building Time Series Into Hierarchical Bayesian Models with Applications in Baseball Fielding
James Martin Piette, The Wharton School, University of Pennsylvania; Shane Jensen, The Wharton School, University of Pennsylvania
10:50 AM
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Stopping Rules for Bayesian Dose-Finding Oncology Trials
Yanqiong Zhang, Sanofi-Aventis; Yi He, sanofi-aventis; Guillaume Marchand, sanofi-aventis; Pierre Mancini, sanofi-aventis; Sandrine Micallef, sanofi-aventis
10:50 AM
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Bayesian Design for Nonrandomized Phase II Oncology Trials
Yanmei Xu, GlaxoSmithKline; Bingming Yi, GlaxoSmithKline
10:55 AM
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Using Agent-Based Models in Statistics and Statistics in Agent-Based Modeling: Examples in Facebook and eBay
William Rand, University of Maryland Robert H. Smith School of Business; Wolfgang Jank, University of Maryland Robert H. Smith School of Business; Michael Trusov, University of Maryland Robert H. Smith School of Business; Wei Guo, University of Maryland Robert H. Smith School of Business
11:05 AM
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A Bayesian Hierarchical Spatial Approach for Constructing Disease Risk Maps at a Finer Level Than Is Provided in Publicly Available Data
Fu-Chi Hsieh, Yale University; Theodore R. Holford, Yale University
11:05 AM
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Assessing Variation in the Spatio-Temporal Dynamics of Intermountain Snow Water Storage
James B. Odei, Utah State University; Mevin B. Hooten, Utah State University
11:05 AM
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A Bayesian Design for a Proof-of-Concept Study Comparing Rituxan in Combination with a New Drug to Rituxan Alone
Sharon C. Murray, GlaxoSmithKline; John F. Toso, GlaxoSmithKline; John W. Bauman, GlaxoSmithKline;
11:15 AM
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A Nonparametric Bayesian Approach to Biomarker Discovery
Peter Mueller, MD Anderson Cancer Center; Alejandro Jara, Pontificia Universidad Católica de Chile
11:15 AM
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Sparse Data in Meta-Analysis: Parametric and Semiparametric Models and Parameterization Issues
Arpita Chatterjee, Northern Illinois University; Sanjib Basu, Northern Illinois University
11:15 AM
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Simultaneous Bayesian Inference for Skew-Normal Mixed-Effects Joint Models for Longitudinal Data
Yangxin Huang, University of South Florida
11:20 AM
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A Shark Habitat Model with Spatial and Temporal Dependencies
Daniel Gladish, University of Missouri; Mark Wildhaber, U.S. Geological Survey; Christopher Wikle, University of Missouri; Scott Holan, University of Missouri; John Froeschke, Harte Research Institute for Gulf of Mexico Studies; Gregory Stunz, Harte Research Institute for Gulf of Mexico Studies
11:20 AM
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Advancing Statistical Methodology for USDA Surveys and Their Analysis
Jianqiang (Jay) Wang, National Institute of Statistical Sciences ; Scott Holan, University of Missouri; Balgobin Nandram, Worcester Polytechnic Institute ; Criselda Toto, Worcester Polytechnic Institute; Wendy J. Barboza, National Agricultural Statistics Service; Edwin Anderson, National Agricultural Statistics Service
11:25 AM
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A Bayesian Design with the Time-to-Event Endpoint
Qiong Wang, GlaxoSmithKline
11:35 AM
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An Efficient Method of Estimating the Bayesian Classifier in Signal Detection Tasks Involving Complex High-Dimensional Data
Subok Park, FDA; Eric Clarkson, The University of Arizona
11:35 AM
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Robustness of Nonparametric Bayesian Methods
Steven MacEachern, The Ohio State University; Antonio Lijoi, University of Pavia
11:35 AM
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Multiregional Trials Using Bayesian Statistical Approach
Kyoungah See, Eli Lilly and Company; Robert Noble, GSK
11:35 AM
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Probabilistic Wind Vector Forecasting Using Ensembles and Bayesian Model Averaging
J. McLean Sloughter, Seattle University; Adrian E. Raftery, University of Washington; Tilmann Gneiting, Universitat Heidelberg
11:35 AM
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Bayesian Estimation of Humpback Whale Population Abundance and Movement Patterns in Northern Southeast Alaska
Albert Noble Hendrix, R2 Resource Consultants, Inc.
11:35 AM
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Bayesian Semiparametric Models for Testing Single and Multiple Genetic Pathway Effects in Prostate Cancer
Sounak Chakraborty, University of Missouri-Columbia
11:50 AM
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A Hybrid Frequentist-Bayesian Approach to a Pilot Study
Nicole Blackman, GlaxoSmithKline
11:55 AM
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Bayesian Mixtures of Autoregressive Models
Ori Rosn, The University of Texas at El Paso; Sally Wood, Melbourne Business School; Robert Kohn, University of New South Wales
12:05 PM
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Hierarchical Gaussian Power Prior Models for Adaptive Incorporation of Historical Information in Clinical Trials
Bradley P. Carlin, University of Minnesota; Brian P. Hobbs, University of Minnesota; Daniel Sargent, Mayo Clinic; Sumithra Mandrekar, Mayo Clinic
2:05 PM
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The Value of Multiproxy Reconstruction of Past Climate
Bo Li, Purdue University; Douglas Nychka, National Center for Atmospheric Research; Caspar Ammann, National Center for Atmospheric Research
2:05 PM
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Simulation of a Phase III Trial Using Realizations of Posterior Distribution Based on a Phase IIb Trial
A. Lawrence Gould, Merck Research Laboratories
2:05 PM
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Finite Mixtures of Individual-Level Models for Infectious Diseases
Rob Deardon, University of Guelph; Lorna Deeth, University of Guelph
2:05 PM
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Bayesian Nonparametric Longitudinal Data Analysis with Embedded Autoregressive Structure: Application to Hormone Data
Wesley Johnson, University of California, Irvine; Fernando Quintana, Pontificia Universidad Católica de Chile
2:05 PM
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Independent Component Analysis of fMRI Data with Application to the Study of Functional Connectivity in Neurodegeneration
Dai Feng, Merck & Co., Inc.; Richard Baumgartner, Merck Research Laboratories; Alexandre Coimbra, Merck & Co., Inc.; Marie Holahan, Merck & Co., Inc.; Jacquelynn Cook, Merck & Co., Inc.; Donald Williams, Merck & Co., Inc.
2:05 PM
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Bayesian Visual Analytics: A Formal Visual Navigation Scheme
Scotland Leman, Virginia Tech
2:05 PM
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The Long Tail of Disease Modeling
Abraham D. Flaxman, Institute for Health Metrics and Evaluation; Stephen S. Lim, Institute for Health Metrics and Evaluation; Christopher J.L. Murray, Institute for Health Metrics and Evaluation
2:05 PM
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A Bayes Factor with Reasonable Model Selection Consistency for ANOVA Model
Yuzo Maruyama, The University of Tokyo
2:20 PM
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Linear Approximations of Individual-Level Models for Infectious Disease
Grace Pui Sze Kwong, University of Guelph; Rob Deardon, University of Guelph
2:20 PM
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A Homogenous Compound Poisson Change Point Model Approach for the Analysis of CNVs in Genomic Data
Jie Chen, University of Missouri-Kansas City; Ayten Yigiter, Hacettepe University; Hong-Wen Deng, University of Missouri-Kansas City
2:20 PM
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Learning with Dynamic Visualizations
Leanna House, Virginia Tech; Scotland Leman, Virginia Tech
2:25 PM
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Bayesian Clustering for Failure-Time Data
Gary Rosner, The Johns Hopkins University; Peter Mueller, MD Anderson Cancer Center; Fernando Quintana, Pontificia Universidad Católica de Chile
2:25 PM
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The Role of Bayesian Statistics in Confirmatory Drug Development Trials
David Ohlssen, Novartis Pharmaceuticals Corporation
2:30 PM
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Combining Information Across Studies for Clinical Trials: What We Have Learned at FDA's Center for Devices and Radiological Health
Laura Thompson, FDA/CDRH
2:30 PM
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Efficient Exploration of Multiple ChIP-seq and ChIP-chip Data Sets
Hongkai Ji, The Johns Hopkins University
2:35 PM
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Metabolites Identification and Quantification from 1H NMR Spectra by Database-Supported Bayesian Model Selection
Cheng Zheng, Purdue University; Shucha Zhang, Purdue University; Daniel Raftery, Purdue University; Olga Vitek, Purdue University; Susanne Ragg, Indiana University School of Medicine
2:35 PM
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On the Asymptotic Behaviour of Random Cumulative Hazards
Pierpaolo De Blasi, University of Turin/Collegio Carlo Alberto; Giovanni Peccati, University of Luxembourg; Igor Pruenster, University of Turin
2:45 PM
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Validity of Statistical and Computational Methods to Ascertain Causes of Death: Can They Outperform Physicians?
Christopher J.L. Murray, Institute for Health Metrics and Evaluation; Jeanette Kurian Birnbaum, Institute for Health Metrics and Evaluation; Abraham D. Flaxman, Institute for Health Metrics and Evaluation; Sean Green, Institute for Health Metrics and Evaluation
2:45 PM
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Bayesian Variable Selection in Cox Proportional Hazard Models for Survival Data
Kyu Ha Lee, University of Missouri-Columbia; Sounak Chakraborty, University of Missouri-Columbia; Jianguo Sun, University of Missouri
2:50 PM
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Preference Evolution in a Social Network
Jing Wang, University of Michigan; Anocha Aribarg, University of Michigan; Yves F. Atchade, University of Michigan
2:50 PM
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Bayesian Applications in Drug Safety Evaluation
Amy Xia, Amgen Inc.
2:55 PM
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Predictive Probability Approach for the Design and Analysis of Response and Toxicity Data in Cancer Clinical Trials
J. Jack Lee, MD Anderson Cancer Center; Guosheng Yin, The University of Hong Kong; Nan Chen, M D Anderson Cancer Center
2:55 PM
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Bayesian Nonparametric Estimation of Regression Models in Event History Analysis
Pierpaolo De Blasi, University of Turin/Collegio Carlo Alberto
3:05 PM
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Bayesian Dynamic Models for Improved Efficacy in Avoidance of Preventable Hospital Deaths
David Draper, University of California, Santa Cruz
3:20 PM
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Thursday, 08/05/2010
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Gibbs-Type Priors for Bayesian Nonparametric Inference on Species Variety
Stefano Favaro, University of Turin ; Antonio Lijoi, University of Pavia; Ramses Mena, IIMAS-UNAM; Igor Pruenster, University of Turin
8:35 AM
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Improved Space-Time Forecasting of Next-Day Ozone Concentrations in the Eastern United States
David Holland, U.S. Environmental Protection Agency
8:35 AM
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Semiparametric Prior Models for High-Dimensional Data
Marina Vannucci, Rice University
8:35 AM
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Comparison of Hauer's EB method, Causal Inference Methods, and a Full Bayesian Method for Estimating Countermeasure Effectiveness in Transportation Safety Studies
Courtney Bokenkroger, Midwest Research Institute
8:35 AM
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A Natural Nonparametric Generalization of Parametric Statistical Models
Timothy Edward Hanson, University of Minnesota
9:00 AM
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Bayesian Adaptive Designs in Practice
Scott Berry, Berry Consultants, LLC; Jason Connor, Berry Consultants, LLC
9:00 AM
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Statistical Inference for Food Webs
Grace Chiu, CSIRO; Joshua Gould, Dalhousie University; Anton H. Westveld, University of Nevada at Las Vegas
9:05 AM
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Dependent Exposure in a Matched Case-Control Study
Mark Delorey, CDC
9:05 AM
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A Bayesian Self-Controlled Case Series Method for Large-Scale Longitudinal Data in Drug Safety Surveillance
Shawn Evelyn Simpson, Columbia University; David Madigan, Columbia University
9:05 AM
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Driving Performance While Engaged in Distracting Tasks: The Effects on Drivers with Traumatic Brain Injuries
Linda Ng Boyle, University of Washington; David Neyens, The University of Iowa; Kevin Manning, Drexel University; Jocelyn Ang, Drexel University; Maria Schultheis, Drexel University
9:15 AM
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Optimal Design for Multifactor Life-Testing Experiments
Steven E. Rigdon, Southern Illinois University Edwardsville; Douglas C. Montgomery, Arizona State University; Rong Pan, Arizona State University; Connie M. Borror, Arizona State University West
9:20 AM
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Distance-Based Probability Distributions on Set Partitions for Bayesian Nonparametric Models
David Dahl, Texas A&M University; Ryan Day, University of the Pacific; Jerry Tsai, University of the Pacific
9:25 AM
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Application of the Pattern Mixture Model to Mini Mental Status Exam (MMSE) Scores in a Radiation Therapy Oncology Group (RTOG) Trial for Brain Tumors
Kyounghwa Bae, Radiation Therapy Oncology Group; Seunghee Baek, University of Pennsylvania; James Dignam, Radiation Therapy Oncology Group
9:50 AM
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Bayesian Joint Modeling of Multiple Gene Networks and Diverse Genomic Data to Identify Target Genes of a Transcription Factor
Peng Wei, The University of Texas School of Public Health; Wei Pan, University of Minnesota
9:55 AM
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B-Tox: A Bayesian Facelift for Ecotoxicology
David Fox, The University of Melbourne
10:05 AM
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Measuring Elusive Populations with Multiple Systems Estimation: A Case Study in Casanare
Kristian Lum, Duke University; Megan Price, Benetech; Patrick Ball, Benetech
10:35 AM
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HARK: A New Approach for Regression with Functional Predictors
Dawn B. Woodard, Cornell University
10:35 AM
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Bayesian Methods for Supercomputer Reliability Data
Sarah Michalak, Los Alamos National Laboratory; Todd Graves, Los Alamos National Laboratory; Lori Pritchett-Sheats, Los Alamos National Laboratory
10:35 AM
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Bayesian Hierarchical Models for Detecting Safety Signals in Clinical Trials
Haijun Ma, Amgen Inc.; Amy Xia, Amgen Inc.; Bradley P. Carlin, University of Minnesota
10:35 AM
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Bayesian Estimation and Hypothesis Testing of AutoRegressive Models under a Reference Prior
Shawn Ni, University of Missouri; Dongchu Sun, University of Missouri
10:35 AM
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Analysis of Otolith Microchemistry Using Bayesian Hierarchical Mixture Models
Bethann Mangel Pflugeisen, The Ohio State University; Catherine Calder, The Ohio State University; Elizabeth Marschall, The Ohio State University
10:35 AM
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Bayesian Analysis of Multistage Process Yields
Patrick J. Gaffney, ImClone Systems; Alan Richter, ImClone Systems
10:50 AM
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A Simulation Study on the Effects of Increasing the Number of Capture Periods in Closed Population Capture-Recapture Models with Heterogeneity
Jose Sanqui, Appalachian State University; Ross Gosky, Appalachian State University
10:50 AM
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Bayesian Methods in Syndromic Surveillance
Jian Zou, National Institute of Statistical Sciences
10:55 AM
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Default Bayesian Analysis for Hierarchical Spatial Multivariate Models
Sarat C. Dass, Michigan State University; Chae Young Lim, Michigan State University; Tapabrata Maiti, Michigan State University
10:55 AM
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Objective Bayesian Analysis of Spatially Correlated Data Including Measurement Error
Hannes Kazianka, University of Klagenfurt; Jürgen Pilz, University Klagenfurt
10:55 AM
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Estimating Reliabilities for Complex Systems Using Multilevel and Multitype Information
Jiqiang Guo, Iowa State University; Alyson Wilson, Iowa State University
11:05 AM
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Marginally Conditional Autoregressive Distributions for Misaligned Regions
Chester Lee Schmaltz, University of Missouri; Dongchu Sun, University of Missouri
11:15 AM
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A Hierarchical Bayesian Model for the Analysis of Customer Choice Data
Zhe Chen, Penn State; Duncan K.H. Fong, Penn State
11:20 AM
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Two-Layer Bayesian Variable Selection with Group and Network Information
Francesco Claudio Stingo, Rice University
11:20 AM
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A Bayesian Hierarchical Framework for Modeling of Resting-State fMRI Data
Shuo Chen, Emory University; DuBois Bowman, Emory University; Lijun Zhang, Emory University
11:20 AM
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Bayesian Covariance Lasso
Zakaria Khondker, The University of North Carolina at Chapel Hill; Hongtu Zhu, The University of North Carolina at Chapel Hill; Joseph G. Ibrahim, The University of North Carolina at Chapel Hill; Haitao Chu, The University of North Carolina at Chapel Hill
11:35 AM
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A Bayesian Joint Survival Model for Predicting Treatment Efficacy via Quantitative MRI
Jincao Wu, University of Michigan; Timothy D. Johnson, University of Michigan
11:35 AM
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Model Selection of Correlation Structure for Clustered Data
Jianhui Zhou, University of Virginia; Peiyong (Annie) Qu, University of Illinois at Urbana-Champaign
11:35 AM
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Unified Modeling Methods for Curve Predictors and Different Responses
Xiaohui Wang, The University of Texas-Pan American; Veera Baladandayuthapani, MD Anderson Cancer Center; Bani K. Mallick, Texas A&M University; Kim-Ahn Do, MD Anderson Cancer Center; Shubhankar Ray, Merck & Co., Inc.
11:50 AM
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Bayesian Three-Dimensional Random-Shape Spatial Clustering
Timothy D. Johnson, University of Michigan; Jian Kang, University of Michigan
12:05 PM
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