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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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Population-Genetic Approaches for Phylogenetic Substitution Models
Nicolas Rodrigue, University of Ottawa
2:05 PM
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Slice Sampling with Adaptive Multivariate Steps: The Shrinking-Rank Method
Madeleine Thompson, University of Toronto; Radford Neal, University of Toronto
2:05 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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Hierarchical Spatial Models for Predicting Forest Variables Over Large Heterogeneous Domains
Sudipto Banerjee, University of Minnesota; Andrew Finley, Michigan State University
4:30 PM
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Monday, 08/02/2010
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Characterizing the Mutation Pathway for Integrase Inhibitor
Jing Zhao, Merck Research Laboratories
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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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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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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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Dynamic Correlation Structures in Factor Multivariate Stochastic Volatility Models
Yu-Cheng Ku, North Carolina State University; Peter Bloomfield, North Carolina State University
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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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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A Stochastic Partitioning Method to Associate High-Dimensional Data Sets
Mahlet G. Tadesse, Georgetown University; Stefano Monni, Weill Cornell Medical College
11:35 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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Innovative Imputation Techniques Designed for the Agricultural
Michael Robbins, National Institute of Statistical Sciences
2:25 PM
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Tuesday, 08/03/2010
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A Deaggregating Model for the Semi-areal Data with a Bivariate CAR Prior
Ye Liang, University of Missouri; Dongchu Sun, University of Missouri; Zhuoqiong He, University of Missouri; Mario Schootman, Washington University in St. Louis
8:35 AM
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Automated Factor Slice Sampling
Matthew Tibbits, Penn State; Chris Groendyke, Penn State; Murali Haran, Penn State
8:50 AM
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MCMC Model Composition Strategy in a Hierarchical Setting
Susan Simmons, University of North Carolina Wilmington; Qijun Fang, The University of Arizona; Fang Fang, The University of Arizona; Ann Stapleton, University of North Carolina Wilmington; Karl Ricanek, University of North Carolina Wilmington
9:05 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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Regenerative Simulation for Variable-at-a-Time Metropolis-Hastings Algorithms
Ronald Charles Neath, Baruch College, CUNY; Galin L. Jones, University of Minnesota
10:35 AM
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Using Hybrid MCMC for Logistic Regression Model Selection
Robert Feyerharm, Independent Consultant
10:35 AM
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Quantile Estimation via Markov Chain Monte Carlo
James M. Flegal, University of California, Riverside
10:50 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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A Multvariate Frailty Model for Disease Recurrences and Survival
Sijin Wen, MD Anderson Cancer Center; Xuelin Huang, MD Anderson Cancer Center; Ralph F. Frankowski, The University of Texas School of Public Health
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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Imputation Strategies for Missing Binary Outcomes in Cluster Randomized Trials
Jinhui Ma, McMaster University; Noori Akhtar-Danesh, McMaster University; Lisa Dolovich, McMaster University; Lehana Thabane, McMaster University
2:35 PM
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Wednesday, 08/04/2010
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Strategies for Pulling the Goalie in Hockey
David Beaudoin, Universite Laval; Tim B. Swartz, Simon Fraser University
8:50 AM
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Gravity Models for Studying the Spatiotemporal Dynamics of an Infectious Disease
Murali Haran, Penn State; Roman Jandarov, Penn State; Ottar N. Bjornstad, Penn State
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 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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