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Sunday, 08/03/2014
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A Multiscale Analysis of Functional MRI with a Three Components Hemodynamic Response Function
Marco A.R. Ferreira, University of Missouri; Yuan Chen, University of Missouri; Jeff Johnson, University of Missouri; Jeff Rouder, University of Missouri
2:05 PM
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Multi-Resolution Two-Sample Comparison Through the Divide-Merge Markov Tree
Li Ma, Duke University; Jacopo Soriano, Duke University
2:45 PM
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Bayesian Inference of Dynamic Gene Regulatory Networks from Factorial Time-Course Experiments
Mayetri Gupta, University of Glasgow; Joseph Wu, Boston University School of Public Health; Louis Gerstenfeld, Boston University School of Medicine
2:45 PM
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Phylogenetic Testing for Deviations from the Mutation-Selection Balance
Nicolas Rodrigue, University of Calgary
4:45 PM
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Monday, 08/04/2014
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A Model for Characterizing Tender Behavior
Sollie Millard, University of Pretoria; Frans H.J. Kanfer, University of Pretoria; Andriette Bekker, University of Pretoria; Mohammad Arashi, Shahrood University
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Application of GEV in Analysis of Survival Data
Dooti Roy, University of Connecticut; Dipak Dey, University of Connecticut; Vivekananda Roy, Iowa State University
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Bayesian Analysis for Crossover Trials with Repeated Measurements in Soft Contact Lens Trials
Quan Zhang, University of Minnesota; Youssef Toubouti, Johnson & Johnson; Bradley P. Carlin, University of Minnesota
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Bayesian Inference for Causal Mechanisms with Application to a Randomized Study for Postoperative Pain Control
Alessandra Mattei, University of Florence; Michela Baccini, University of Florence; Fabrizia Mealli, University of Florence
8:35 AM
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Modeling and Prediction of Financial Trading Networks: An Application to the Nymex Natural Gas Futures Market
Abel Rodriguez, University of California, Santa Cruz; Brenda Betancourt, University of California, Santa Cruz
11:00 AM
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Bayesian Analysis for Crossover Trials with Repeated Measurements in Soft Contact Lens Trials
Quan Zhang, University of Minnesota; Youssef Toubouti, Johnson & Johnson; Bradley P. Carlin, University of Minnesota
11:05 AM
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Bayesian Inference for Sequential Treatments Under Latent Sequential Ignorability
Fabrizia Mealli, University of Florence; Alessandra Mattei, University of Florence; Federico Ricciardi, University of Florence
11:15 AM
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Big Data, Big Models, Big Problems: Consensus Monte Carlo Methods for Distributed Bayesian Inference
Alexander Blocker, Google; Steven L. Scott, Google; Fernando Bonassi, Google
11:15 AM
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Medians in the Space of Probability Distributions and Applications to Robust and Scalable Bayesian Inference
Sanvesh Srivastava, SAMSI/Duke University
11:55 AM
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Bayesian Inference of Multiple Gaussian Graphical Models
Christine Peterson, Stanford University; Francesco Stingo, MD Anderson Cancer Center; Marina Vannucci, Rice University
2:05 PM
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Tuesday, 08/05/2014
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Dynamic Models for Multivariate Time Serires of Count Data
Ruey S. Tsay, ASA/IMS/ICSA
9:50 AM
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Bayesian Inference and Optimal Design for Differential Equation Models with Application to Chemical Kinetics
Antony Overstall, University of St. Andrews; David Woods, University of Southampton
10:55 AM
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Objective Stepwise Bayes Weights in Survey Sampling
Glen Meeden, University of Minnesota
11:35 AM
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What Did We Accomplish? Inferring the Causal Effect of a Market Intervention by Counterfactual Forecasting
Kay H. Brodersen, Google; Fabian Gallusser, Google; Jim Koehler, Google; Nicolas Remy, Google; Steven L. Scott, Google
11:50 AM
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Efficient Estimation of the Convergence Rate of the Random-Scan Metropolis Algorithm
David Spade, University of Missouri-Kansas City
2:20 PM
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Bayesian Estimation in Differential Equation Models
Prithwish Bhaumik, North Carolina State University; Subhashis Ghosal, North Carolina State University
3:05 PM
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Wednesday, 08/06/2014
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Interval Estimation of a Finite Population Proportion Using Randomized Response
Jesse Frey, Villanova University
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A Bayesian Multivariate Smoothing Spline Model for Spatial-Temporal Data
Xiaofeng Wang, Cleveland Clinic Lerner Research Institute; Ryan Yue, City University of New York
11:15 AM
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Importance Sampling Squared for Bayesian Inference in Latent Variable Models
Robert J. Kohn , University of New South Wales
11:35 AM
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Fast Bayesian Inference for Missing Data on Circular Domains
Joe Guinness, North Carolina State University; Montserrat Fuentes, North Carolina State University
11:55 AM
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Bayesian Inference for Longitudinal Data with Nonparametric Treatment Effects
Fernando Quintana, Pontificia Universidad Católica de Chile; Peter Mueller, University of Texas at Austin; Gary Rosner, Johns Hopkins University; Michael Maitland, University of Chicago Medical Center
2:25 PM
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Reference Prior Distributions in Bayesian Clustering Problems
Russell Steele, McGill University
2:45 PM
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Exact Bayesian Inference in Spatiotemporal Cox Processes Driven by Multivariate Gaussian Processes
Flavio Bambirra Gonçalves, Universidade Federal de Minas Gerais; Dani Gamerman, Universidade Federal do Rio de Janeiro
2:50 PM
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Thursday, 08/07/2014
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Joint Modeling of Longitudinal Zero Inflated Count and Survival Data
Huirong Zhu; Sheng Luo, University of Texas Health Science Center at Houston; Stacia M. DeSantis, University of Texas Health Science Center at Houston
8:50 AM
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Calibration, Error, and Extrapolative Predictions with Computational Models
David W. Higdon, Los Alamos National Laboratory
9:00 AM
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Diffusion Models for Phylogenetic Trait Evolution
Mandev Gill, University of California, Los Angeles; Marc Suchard , University of California, Los Angeles
9:20 AM
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Dirichlet Mixtures for Multivariate Extremes: Re-Parametrization and Bayesian Inference with Censored Data
Anne Sabourin, Telecom ParisTech; Philippe Naveau, Laboratoire des Sciences du Climat et de l'Environnement; Benjamin Renard, Irstea
9:50 AM
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Bayesian Inference for Gaussian Copula Regression Models
Lisa Henn, University of Minnesota; John Hughes, University of Minnesota
12:05 PM
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