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Monday, 08/02/2010
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Projection Array--Based Designs for Computer Experiments
Jason Loeppky, The University of British Columbia; Leslie Moore, Los Alamos National Laboratory; Brian Williams, Los Alamos National Laboratory
9:25 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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Nonstationary Gaussian Process Models via Treed Process-Convolutions
Waley Liang, University of California, Santa Cruz
11:35 AM
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Tuesday, 08/03/2010
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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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Empirical Dynamics for Longitudinal Data
Hans-Georg Mueller, University of California, Davis; Fang Yao, University of Toronto
9:50 AM
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Latent Process Segmentation for Point Process Data
David Kessler, The University of North Carolina at Chapel Hill; David Dunson, Duke University; Brian Reich, North Carolina State University
10:55 AM
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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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Wednesday, 08/04/2010
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Spatial Regression Using Kernel-Averaged Predictors
Matthew Joseph Heaton, Duke University; Alan E. Gelfand, Duke University
8:35 AM
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Inferring Likelihoods and Climate System Characteristics from Climate Models and Spatio-Temporal Tracer Data
K. Sham Bhat, Penn State; Murali Haran, Penn State; Klaus Keller, Penn State; Roman Tonkonojenkov, Penn State
9:05 AM
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Sequential Experiment Design for Emulator and Predictive Maturity
Brian Williams, Los Alamos National Laboratory; Jason Loeppky, The University of British Columbia; Leslie Moore, Los Alamos National Laboratory
10:35 AM
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High-Dimensional Nonparametric Bayes Modeling via Nonlinear Latent Factor Models
David Dunson, Duke University
10:55 AM
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Comparison of Sequential Designs of Computer Experiments in High Dimensions
Ana Kupresanin, Lawrence Livermore National Laboratory; Gardar Johannesson, Lawrence Livermore National Laboratory
11:05 AM
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