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Monday, 08/05/2013
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Parameterizing Individual-Level Models of Infectious Disease Spread Using Sampling-Based Likelihood Approximations
Rajat Malik, Department of Mathematics & Statistics, University of Guelph; Rob Deardon, University of Guelph; Grace Pui Sze Kwong, Department of Population Medicine, Ontario Veterinary College, University of Guelph
9:05 AM
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Parameterization of Nonstationarity in Stochastic PDE Models
Finn Lindgren, University of Bath
9:25 AM
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Sequential Bayesian Inference in Hidden Markov Stochastic Kinetic Models with Application to Detection and Response to Seasonal Epidemics
Junjing Lin, Univeristy of California, Santa Barbara; Michael Ludkovski, University of California, Santa Barbara
9:50 AM
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Bayesian Latent Variable Modelling of Longitudinal Family Data for Genetic Pleiotropy Studies
Radu Craiu, University of Toronto; Lizhen Xu, Princess Margaret Hospital; Lei Sun, University of Toronto
2:45 PM
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Efficient Bayesian Inference for Multivariate Factor Stochastic Volatility (SV) Models
Gregor Kastner, WU Vienna University of Economics and Business; Sylvia Frühwirth-Schnatter, WU Vienna University of Economics and Business; Hedibert Freitas Lopes, The University of Chicago Booth School of Business
2:50 PM
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Tuesday, 08/06/2013
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Bayesian Estimation of Child Mortality
Leontine Alkema, National University of Singapore; Jin Rou New, National University of Singapore
8:35 AM
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Bayesian Inference for Assessing the Association Between Urinary Incontinence and Hormone Profiles During the Menopausal Transition
Yan He, UC Irvine; Wesley O. Johnson, UC Irvine
8:35 AM
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Probabilistic Integration for Uncertainty Quantification in Differential Equation Models
Oksana Chkrebtii, Simon Fraser University; Dave Campbell, Simon Fraser University; Mark Girolami, University College London; Ben Calderhead, University College London
8:55 AM
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Spatial Graphical Model for High-Dimensional Discrete Lattices
Xuan Che, Oregon State University; Alix I. Gitelman, Department of Statistics, Oregon State University
9:55 AM
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Penalized Spline Regression for Comparing Spectroscopic Analyses of Protein Unfolding: Methods in a Bayesian Framework
Miranda Lynch, UConn Health Center
9:55 AM
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Bayesian Family Factor Models for Multiple Outcomes
Qiaolin Chen, University of California, Los Angeles; Robert E Weiss, University of California, Los Angeles; Catherine Ann Sugar, University of California, Los Angeles; Keith Nuechterlein, University of California, Los Angeles; Asarnow Robert, University of California, Los Angeles
10:05 AM
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Nonparametric Bayesian Inference for Mean Residual Life Functions in Survival Analysis
Valerie Poynor
10:35 AM
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On the Geometry of Bayesian Inference: Bayes Meets Hilbert
Garritt Page, Pontificia Universidad Catolica De Chile; Miguel de Carvalho, Pontificia Universidad Catolica de Chile; Jose Quinlan, Pontificia Universidad Catolica de Chile
11:05 AM
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Full Robustness to Outliers in a Bayesian Simple Linear Regression Model
Philippe Gagnon, Université De Montréal; Alain Desgagné, UQAM
11:35 AM
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Approximate Bayesian Inference for Double-Robust Estimation
Daniel Graham, Imperial College London; David A Stephens, McGill University; Emma McCoy, Imperial College London
11:50 AM
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Estimating Effect of Time-Dependent Treatment in Observational Studies
Pallavi Mishra-Kalyani, Emory University, Department of Biostatistics; Brent Johnson, Emory University, Department of Biostatistics; Qi Long, Emory University, Department of Biostatistics
11:50 AM
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A Mean Field Variational Bayes to the Selection of Linear Models
John Ormerod
12:05 PM
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Bayesian Methods Developments in Microsimulation
Laura Hatfield, Harvard Medical School
2:05 PM
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Fully Bayesian Inference for Spatial Extremes Using Hierarchical Extreme Value Processes
Ben Shaby, UC - Berkeley; Brian J. Reich, North Carolina State University
2:30 PM
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Bayesian Inference for Complex Survey Designs
Lane Burgette, RAND Corporation; Terrance Savitsky, RAND Corporation
2:35 PM
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Wednesday, 08/07/2013
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Bayesian Inference for Early Detection of Influenza Epidemics
Xian Yu, University of Arkansas at Little Rock; Didun Peng, University of Arkansas at Little Rock
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Bayesian Causal Inference for Multiple Mediators
Chanmin Kim, University of Florida; Michael Daniels, The University of Texas at Austin; Joe Hogan, Brown University
8:35 AM
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Statistical Analysis of Serial Dilution Assays Using Estimating Functions and Data Cloning
Subhash Lele, University of Alberta
8:35 AM
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Designing Sampling Schemes for Population-Level Infectious Disease Studies
Nadia Bifolchi; Rob Deardon, University of Guelph; Zeny Feng, University of Guelph
8:50 AM
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A Semiparametric Model for Time-to-Event Data with Instrumental Variables
Purushottan Laud, Medical College of Wisconsin; Rodney Sparapani, Medical College of Wisconsin
9:50 AM
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Bayesian Inference for Stochastic Epidemic Models with Underlying Network Structure
Sudeshna Paul, Emory University
9:50 AM
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Bayesian Inference for Regression Discontinuity Designs
Alessandra Mattei, University of Florence; Fan Li, Duke University; Fabrizia Mealli, University of Florence
10:55 AM
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Bayesian Inference for Temporal Gradients from Regionally Aggregated Space-Time Data
Sudipto Banerjee, University of Minnesota; Harrison Quick, University of Minnesota; Bradley P. Carlin, University of Minnesota
11:00 AM
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Bayesian Inference for Meta-Analysis of 2X2 Contingency Tables
Yaqin Wang, AbbVie Inc.; Qi Tang, AbbVie Inc.; Natalia Kan-Dobrosky, AbbVie Inc.; Shihua Wen, Abbvie; Yuzhen Wang, AbbVie Inc.
11:20 AM
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Transitive Probabilistic Deduplication of Record Systems Using a Stochastic Blockmodel
Mauricio Sadinle, Carnegie Mellon University
2:45 PM
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Thursday, 08/08/2013
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Detecting Local Two-Sample Differences with Divide-Merge Optional Polya Trees: A Genetic Association Study Application
Jacopo Soriano, Duke University; Li Ma, Duke University
8:50 AM
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Approximate Conditional Independence of Separated Subtrees and Phylogenetic Inference
Bret Larget, Univ of Wisconsin-Madison
8:55 AM
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Analyzing Spatially Aggregated Infectious Disease Data Using Time-Varying Individual-Level Models
Lin Zhang, University of Guelph, Department of Mathematics and Statistics; Rob Deardon, University of Guelph
9:05 AM
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Bayesian Inference for Causal Quantities via the Instrumental Variable Approach with a Binary Outcome and a Binary Treatment
Rodney Sparapani, Medical College of Wisconsin; Purushottan Laud, Medical College of Wisconsin; Jessica Pruszynski, Medical College of Wisconsin; Robert E. McCulloch, The University of Chicago Booth School of Business
9:35 AM
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Bayesian Inference for Longitudinal Mediation Analysis
Chanmin Kim, University of Florida; Michael Daniels, The University of Texas at Austin; Jason Roy, University of Pennsylvania
9:50 AM
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Bayesian Hierarchical Multi-Subject Multiscale Analysis of Functional MRI Data
Marco Ferreira, University of Missouri; Nilotpal Sanyal, University of Missouri
9:55 AM
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Bayesian Inference of Multiple Gaussian Graphical Models
Christine Peterson, Rice University; Francesco Stingo, UT MD Anderson Cancer Center; Marina Vannucci, Rice University
10:35 AM
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