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Sunday, 08/01/2010
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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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Analyzing Multilevel Spatially Correlated Data Using Composite Quadratic Inference Functions
Yun Bai, University of Michigan ; Peter Song, University of Michigan
2:20 PM
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Understanding the Spatial Dynamics of Comandra Bluster Rust in British Columbia Forests
Charmaine Dean, Simon Fraser University; Cindy Feng, Simon Fraser University; Richard Reich, Ministry of Forests and Range
2:35 PM
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On Intrinsic Degeneracy of Spatial-Temporal Processes
Wanli Min, IBM T.J. Watson Research Center
2:35 PM
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Model-Based Approaches for Characterizing Environmental Effects on Spatial Genetic Flow
Ephraim M. Hanks, Utah State University; Mevin B. Hooten, Utah State University
2:35 PM
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Skew-Elliptical Spatial Random-Effect Modeling for Areal Data with Application to Mapping Health Utilization Rates
Farouk Salim Nathoo, University of Victoria; Pulak Ghosh, Indian Institute of Management, Bangalore
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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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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Beetles, Beetles, Everywhere Beetles: Spatial-Temporal Modeling of Outbreaks of Mountain Pine Beetle
Brian Aukema, Canadian Forest Service/Natural Resources Canada; Yanbing Zheng, University of Kentucky
3:05 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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The Generalized Linear Mixed Model with Spatial-Temporal Data
J Aleong, University of Vermont
3:35 PM
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A Power Comparison of Generalized Additive Models and the Spatial Scan Statistic in a Case-Control Setting
Robin Young, Boston University; Janice Weinberg, Boston University; Veronica Vieira, Boston University; Al Ozonoff, Boston University School of Public Health; Thomas Webster, Boston University
4:05 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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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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More for Less? Comparing Small-Area Estimation, Spatial Microsimulation, and Mass Imputation
Stephen John Haslett, Massey University; Geoffrey Jones, Massey University; Alasdair Dewar Noble, Massey University; Dimitris Ballas, University of Sheffield
4:50 PM
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Semiparametric Estimation and Selection for Nonstationary Spatial Covariance Functions
Nan-Jung Hsu, National Tsing-Hua University; Hsin-Cheng Huang, Academia Sinica; Ya-Mei Chang, CSIRO
5:05 PM
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Monday, 08/02/2010
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Incorporating Chromosomal Spatial Correlation Through 3D Structures Into Microarray Data Analysis
Xinlei Wang, Southern Methodist University; Guanghua Xiao, UT Southwestern Medical Center; Arkady Khodursky, University of Minnesota
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Small-Area Estimation Using Geoadditive Models
Hongjian Yu, University of California, Los Angeles Center for Health Policy Research; Xianghang Shi, University of California, Los Angeles Center for Health Policy Research
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Spatial Concentration of Mortality for the Five Leading Causes of Death in the United States, 2004--2006
Jay H. Kim, CDC/NCHS; Joe Fred Gonzalez, Jr., National Center for Health Statistics
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Overweight Distribution and Spatial Risk for Binomial Response
Lia Zangirolani, State University of Campinas; Ricardo Carlos Cordeiro, State University of Campinas - Unicamp; Luciana Bertoldi Nucci, State University of Campinas; Ana Carolina Cintra Nunes Mafra, State University of Campinas - Unicamp; Maria Angelica Tavares Medeiros, Pontificia Universidad Católica de Campinas; Liciana Vaz Arruda Silveira, Universidade Estadual Paulista Júlio de Mesquita Filho
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Analysis of NHL Shot Location Data
Michael Schuckers, St. Lawrence University
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Modeling and Inference for Interaction Processes for Unions of Discs
Jesper Møller, Aalborg University
8:35 AM
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Matern Cross-Covariance Functions for Multivariate Random Fields
Tilmann Gneiting, Heidelberg University; William Kleiber, University of Washington; Martin Schlather, University of Goettingen
8:35 AM
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Some Large Sample Properties for Pairwise Likelihood-Based Estimators
Gongjun Xu, Columbia University; Zhiliang Ying, Columbia University
8:35 AM
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Computing a Near Positive Definite Covariance Matrix from a Nonpositive Definite Matrix
Jose H. Guardiola, Texas A&M University; Rachel Larreta, Texas A&M University; Pablo Tarazaga, Texas A&M University; Hassan Elsalloukh, University of Arkansas at Little Rock
8:50 AM
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A Weighted Estimating Equation Approach for Inhomogeneous Spatial Point Processes
Yongtao Guan, Yale University
9:00 AM
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Nonparametric Cross Covariogram for Multivariate Geostatistics
Hao Zhang, Purdue University
9:15 AM
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Efficient Kriging for Large Spatial Fields
Karl Pazdernik, Iowa State University; Ranjan Maitra, Iowa State University; Douglas Nychka, National Center for Atmospheric Research; Stephan Sain, National Center for Atmospheric Research
9:20 AM
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Space-Time Capture-Recapture Models
Cornelis J. Potgieter, Texas A&M University; Chris Field, Dalhousie University; Marc Genton, Texas A&M University; Alan Welsh, The Australian National University
9:35 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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Spatial Statistical Data Fusion for Remote-Sensing Applications
Hai M. Nguyen, Jet Propulsion Lab; Amy Braverman, Jet Propulsion Lab; Noel A. Cressie, The Ohio State University
10:35 AM
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Geostatistical Model Averaging
Chun-Shu Chen, National Changhua University of Education; Hsin-Cheng Huang, Academia Sinica
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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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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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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Spatial Multivariate Design in the Plane
Jie Li, Eli Lilly and Company; Dale Zimmerman, The University of Iowa
11:20 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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Simplifying Objective Functions and Avoiding Stochastic Search Algorithms in Spatial Sampling Design
Gunter Spöck, University Klagenfurt; Jürgen Pilz, University Klagenfurt; Zhengyuan Zhu, Iowa State University
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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Spatial Model Selection
Ciro Velasco-Cruz, Virginia Tech
11:50 AM
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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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Approximate Bayesian Computing for Spatial Extremes
Robert Erhardt, The University of North Carolina at Chapel Hill
2:20 PM
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Generalized Linear Spatial Random Effects Model
Aritra Sengupta, The Ohio State University; Noel A. Cressie, The Ohio State University
2:35 PM
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Methods for Spatially Varying Measurement Error in Air Pollution Epidemiology
Stacey E. Alexeeff, Harvard School of Public Health; Alexandros Gryparis, Harvard School of Public Health; Joel Schwartz, Harvard School of Public Health; Brent A. Coull, Harvard School of Public Health
2:35 PM
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On the Effect of Diagnostic Misclassification Bias on the Observed Spatial Pattern in Regional Count Data: A Simulation Study
Olaf Berke, University of Guelph
2:35 PM
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Iteratively Reweighted Smoothing Splines
Heeyoung Kim, Georgia Institute of Technology; Xiaoming Huo, Georgia Institute of Technology
2:50 PM
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Graphically Dependent and Spatially Varying Dirichlet Process Mixtures
Long Nguyen, University of Michigan
3:05 PM
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A Geostatistical Approach to Disease Mapping for Aggregated Count Data Using GLMMs
Lauren Hund, Harvard University; Brent A. Coull, Harvard School of Public Health
3:20 PM
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Tuesday, 08/03/2010
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Binary Markov Random Fields with Absorbing States
Nick Larson, Iowa State University; Amy Hoeksema, Iowa State University; Karl Pazdernik, Iowa State University; Mark Kaiser, Iowa State University
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Graphical Models for Spatial Data: Interpretations and Estimation
Alix I. Gitelman, Oregon State University; Kathryn Mary Irvine, Montana State University; Xuan Che, Oregon State University
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Evaluating Functional Autocorrelation Within Spatially Distributed Neural Processing Networks
Gordana Derado, Emory University; DuBois Bowman, Emory University
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San Francisco Bay Fish Abundance and Global Scale Climate Shifts
Teresa Anne Jacobson, University of California, Santa Cruz
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Using GAM_K to Detect Clustering in MI Wood Products Companies
Juan Du, Kansas State University
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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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Spatial Analysis of Soil in Impaired Watershed Areas
Bonnie Berneice Terry, Baylor University; Jane L. Harvill, Baylor University
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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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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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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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Spatial Hierarchical Models for Extremes: Modeling Both Climate and Weather Effects
Daniel Cooley, Colorado State University
8:55 AM
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Sharing Precise Geographies in Public Use Data
Hao Wang, Duke University; Jerome P. Reiter, Duke University
9:05 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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A Penalized Pointwise Likelihood Approach for m-Year Precipitation Return Values Estimation Based on Regional Climate Model Output
Jun Zhang, Statistical and Applied Mathematical Sciences Institute; Wei Zheng, Eli Lilly and Company
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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Spatial Modeling of Fielding in Major League Baseball
Shane Jensen, The Wharton School, University of Pennsylvania
10:35 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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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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The Spatial Random Effects Model and Its Role in Spatial and Spatio-Temporal Statistics
Noel A. Cressie, The Ohio State University
11:00 AM
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Bayesian Modeling for Spatial Extreme Values
Huiyan Sang, Texas A&M University
11:00 AM
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Spatial Time-to-Event Analysis of Air Pollution and Preterm Birth
Howard Chang, Statistical and Applied Mathematical Sciences Institute; Brian Reich, North Carolina State University; Marie Lynn Miranda, Duke University
11:15 AM
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Exact REML Estimation Procedure in the Spatial Probit Normal Model for Binary Outcomes
Cristian Meza, Universidad de Valparaiso; Rolando De la Cruz, Pontificia Universidad Católica de Chile; Susana Eyheramendy, Pontificia Universidad Católica de Chile; Felipe Osorio, Universidad de Valparaiso
11:20 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 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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The Predictive Spatial Dirichlet Process with Application to Downscaling
Veronica J. Berrocal, Statistical and Applied Mathematical Sciences Institute; Sudipto Banerjee, University of Minnesota; Alan E. Gelfand, Duke University
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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The Design of the Canadian Child Restraint Survey
Jean-Francois Lecuyer, Transport Canada; Aline Chouinard, Transport Canada
12:05 PM
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Crime Mapping in The Netherlands
Elke Amelie Moons, Statistics Netherlands; Leanne Houben, Statistics Netherlands
2:50 PM
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Wednesday, 08/04/2010
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Visualizing Data Patterns with Micromaps
Daniel B. Carr, George Mason University; Linda Williams Pickle, StatNet Consulting LLC
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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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Incorporating Data on Residential History for Disease Mapping
Caroline Jeffery, Harvard School of Public Health; Al Ozonoff, Boston University School of Public Health; Justin Manjourides, Harvard School of Public Health; Marcello Pagano, Harvard School of Public Health
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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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Spatial Regression Using Kernel-Averaged Predictors
Matthew Joseph Heaton, Duke University; Alan E. Gelfand, Duke University
8:35 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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Problems in Shape-Constrained Function Estimation Involving Correlated Errors
Mary Meyer, Colorado State University
8:55 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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Mapping Batter Ability in Baseball by Using Spatial Statistics Techniques
Dana Draghicescu, Hunter College, CUNY; Benjamin Strong Baumer, CUNY Graduate Center
9:05 AM
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Enhancing the Teaching of Statistics: Analysis of Spatial Data Using SOCR and R
Nicolas Christou, University of California, Los Angeles; Ivo Dinov, University of California, Los Angeles
9:20 AM
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Cluster Detection Using Scan Statistics and Risk Factors for Encephalitis from West Nile Virus Infection
Sarah Baraniuk, The University of Texas Health Science Center at Houston; Kristy Murray, The University of Texas Health Science Center at Houston
9:35 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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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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Measuring Health Disparities in a Geographic Context: Spatial Estimates of Local Health Disparities
Lance Waller, Emory University; Megan Price, Benetech; Eric Tassone, Google; David C. Wheeler, National Cancer Institute
11:15 AM
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Wavelet Analysis in Spatial Interpolation of High Frequency Monitoring Data
Michael Stein, The University of Chicago; Xiaohui Chang, The University of Chicago
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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A Class of Covariate-Dependent Covariance Functions for the Analysis of Spatio-Temporal Data
Michele Guindani, University of New Mexico; Brian Reich, North Carolina State University; Jo Eidsvik , Norwegian University of Science and Technology; Alexandra Schmidt, Universidade Federal do Rio de Janeiro; Amy Nail, North Carolina State University
2:50 PM
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A Model-Based Approach for Making Ecological Inference from Distance Sampling Data
Devin Johnson, NOAA; Jeff Laake, NOAA; Jay Ver Hoef, NOAA
3:05 PM
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The Effects of Spatial Correlation on the Empirical Likelihood
Nancy L. Glenn, Texas Southern University; Monica C. Jackson, American University
3:05 PM
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An Emprical Likelihood Method for Irregular Spatial Data
Dan Nordman, Iowa State University
3:25 PM
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Thursday, 08/05/2010
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An Image Segmentation Algorithm with Applications to Image Inpainting
Ronny O. Vallejos, Universidad Tecnica Federico Santa Maria; Silvia M. Ojeda, Universidad Nacional de Cordoba; Oscar H. Bustos, Universidad Nacional de Cordoba
8:35 AM
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Multivariate Nonparametric Two-Sample Tests for Mixed Outcomes
Denis Larocque, HEC Montreal; Jaakko Nevalainen, University of Turku; Hannu Oja, University of Tampere
8:35 AM
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Experiences with Approximate Bayes Inference for the Poisson-CAR Model
Chae Young Lim, Michigan State University; Sarat C. Dass, Michigan State University; Tapabrata Maiti, Michigan State University
10:35 AM
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Spatial Shrinkage Estimation of Diffusion Tensors in Diffusion-Weighted Magnetic Resonance Imaging Data
Tao Yu, National University of Singapore
10:35 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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Functional Data with Spatially Varying Shape Parameters
Ana-Maria Staicu, North Carolina State University; David Ruppert, Cornell University; Ciprian Crainiceanu, The Johns Hopkins University
10:55 AM
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Spatial Scan Statistics with Overdispersion
Tonglin Zhang, Purdue University
11:15 AM
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Simulating the Characteristics of Populations at the Small-Area Level: New Validation Techniques for a Spatial Microsimulation Model in Australia
Azizur Rahman, University of Canberra; Ann Harding, National Centre for Social and Economic Modelling; Robert Tanton, National Centre for Social and Economic Modelling; Shuangzhe Liu, National Centre for Social and Economic Modelling
11:35 AM
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Measuring Health Disparities: The Choice of Spatial Unit
Carol Gotway Crawford, CDC; Zhuo (Adam) Chen, CDC
11:35 AM
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Spatial Multistate Models
Patrick Edward Brown, Cancer Care Ontario/Dalla Lana School of Public Health
11:50 AM
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The Effect of Spatial Confounding on Covariate Estimation
Garritt Page, Duke University; Yajun Liu, University of Missouri; Dongchu Sun, University of Missouri
11:55 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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