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Sunday, 07/29/2012
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Estimation and Testing for Spatially Distributed Curves
Piotr Stefan Kokoszka, Colorado State University; Sasha Gromenko, Utah State University
2:05 PM
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Comparison of Time and Spatial Scales in Global Temperature Data
Ming Luo, SUNY at Albany; Igor Zurbenko, SUNY at Albany
2:20 PM
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A Bayesian Approach for a Spatial Probit Model for Complex Survey Data: An Application with Chilean Crime Survey Data
Rolando De La Cruz, Pontificia Universidad Católica de Chile; Cristian Meza, Universidad de Valparaiso
2:50 PM
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On Inference for the K-Function for Spatial Point Patterns
Michael Hyman
2:50 PM
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Inference for Map Comparisons
Shu Wang, University of Florida
3:05 PM
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Modeling River Water Temperature Using Clustered Data Collected at Haphazard Times and Random Spatial Locations
Brian Gray, U.S. Geological Survey; Jim Rogala, U.S. Geological Survey
3:05 PM
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Two-Stage Methods for Regression with Spatially Misaligned Data
Kenneth K Lopiano, University of Florida; Linda J Young, University of Florida; Carol Gotway, CDC
3:20 PM
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Residuals for Spatial Point Processes Based on Voronoi Tessellations
Andrew Bray, University of California at Los Angeles; Ka Wong, Google; Frederic Schoenberg, University of California at Los Angeles; Christopher Barr, Harvard University
4:20 PM
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Bayesian Spatial Cox Regression of Childhood Asthma Hospital Readmissions
Chen Chen, Cincinnati Children's Hospital Medical Center; Bin Huang, Cincinnati Children's Hospital Medical Center
4:20 PM
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Functional Analysis of Brain Images: Smoothing or Not Smoothing?
Hongtu Zhu, The University of North Carolina at Chapel Hill
4:35 PM
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Point Process Analysis of Cloud-to-Ground Lightning Strikes in Oklahoma
Irma Hernandez-Magallanes, Texas A&M University; Marc Genton, Texas A&M University
4:35 PM
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Extension of Geographically Weighted Regression for Big Spatial-Temporal Data
Shu-Ngai Yeung, AT&T Labs; S. Tom Au, AT&T Labs; Guangqin Ma, AT&T Labs
4:35 PM
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Multivariate Receptor Models for Spatially Correlated Multi-Pollutant Data
Eun Sug Park, Texas Transportation Institute; Mikyoung Jun, Texas A&M University
4:35 PM
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Gaussian Spatial Modeling on Signal Detection of fMRI Data
Shuzhen Li, Medtronic; Lynn E. Eberly, University of Minnesota
4:50 PM
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Computer Model Calibration with High-Dimensional Multivariate Space-Time Observations
Murali Haran, Penn State University; Klaus Keller, Penn State University; Roman Olson, Penn State University; K. Sham Bhat, Los Alamos National Laboratory; Won Chang, Penn State University
4:55 PM
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A Spatial Bayesian Approach for Interpretable Modeling of Neuroimaging Meta-Analysis Data
Thomas E. Nichols, University of Warwick
5:05 PM
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Comparison of Indexes of Aggregation and Association for Three-Dimensional Spatial Data Under Three Computational Scenarios
Ashley E. Askew, University of Georgia; Lynne Seymour, The University of Georgia; Sydney Everhart, University of Georgia; Harald Scherm, University of Georgia
5:05 PM
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Variance of Environmental Water Contaminants: Building Bayesian Priors for Use in Modeling Spatial and Temporal Variability of Emerging Contaminants
Michael Messner, EPA; Song Qian, Tetra Tech
5:05 PM
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Extending the Use of a Local Health Survey to Finer Spatial Resolutions
Kevin Konty, New York City Department of Public Health and Mental Hygiene
5:05 PM
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Spatial Measurement Error in Two-Stage Regression, with Application to Air Pollution Epidemiology
Christopher J Paciorek, University of California at Berkeley; Adam A Szpiro, University of Washington
5:20 PM
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State-Level Estimates of Phosphorus and Nitrogen Levels in Wadeable Streams
David Marker, Westat; John W Rogers, Westat; Rebecca Jeffries Birch, Westat; Marla Smith, EPA
5:25 PM
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Monday, 07/30/2012
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A Stabilized and Versatile Spatial Prediction Method
Chun-Shu Chen, National Changhua University of Education
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Spatial Thinking for Environmental Processes
Alan Gelfand, Duke University
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Simulation Models for Ambient Water Quality Criteria for Dissolved Oxygen
Koji Kanefuji, The Institute of Statistical Mathematics; Ryo Akaishi, The Institute of Statistical Mathematics; Kosei Iwase, Yokohama College of Pharmacy; Mitsumasa Okada, The Open University of Japan
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A Lagrange Interpolation for Spatial Process
Cheng Liu, Purdue University; Hao Zhang, Purdue University
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Spatially Modeling Occupancy for Detection Data Collected Using Alternating Survey Methods
Katherine St. Clair, Carleton College; Jun Young Park, Carleton College; Brian Gray, U.S. Geological Survey
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Global Spatial Modeling
John Aleong, University of Vermont
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Nonstationary Modeling Through Dimension Expansion
Luke Bornn, University of British Columbia; Gavin Shaddick, University of Bath; Jim Zidek, University of British Columbia
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Bayesian Emulators in Spatial Inverse Problems
Anirban Mondal, Quantum Reservoir Impact
8:35 AM
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Space-Time Dynamical Modeling of Aerosol Transport
Catherine Calder, The Ohio State University; Candace Berrett, Brigham Young University; Tao Shi, The Ohio State University
8:55 AM
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Spatial-Temporal Modeling of the Critical Windows of Air Pollution Exposure for Preterm Birth
Joshua Warren, The University of North Carolina at Chapel Hill; Montserrat Fuentes, North Carolina State University; Amy Herring, The University of North Carolina at Chapel Hill; Peter Langlois, Texas Department of State Health Services
9:05 AM
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Modeling Temporal Gradients in Regionally Aggregated California Asthma Hospitalization Data
Harrison Quick, University of Minnesota; Sudipto Banerjee, University of Minnesota; Bradley P Carlin, University of Minnesota
9:20 AM
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Spatial Functional Regression for Misaligned Data
Catherine Tuglus, University of Southern California; Meredith Franklin, University of Southern California
9:35 AM
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A Generalized Poisson-Gamma Model for Spatially Overdispersed Data When Modeling Counts Multivariately
Thomas Neyens, I-Biostat; Christel Faes, I-Biostat; Geert Molenberghs, I-BioStat/Universiteit Hasselt/Katholieke Universiteit Leuven
9:50 AM
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Assessing Uncertainty in Regional Climate Model Experiments
Stephan Sain, Geophysical Statistics Project
9:55 AM
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Bayesian Dynamic Modeling for Large Multivariate Space-Time Data Sets Using Gaussian Predictive Processes
Andrew O. Finley, Michigan State University; Sudipto Banerjee, University of Minnesota
10:35 AM
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Regional Climate: Design and Analysis of Computer Experiments?
Douglas William Nychka, National Center for Atmospheric Research
10:35 AM
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A Group Control Chart for County Statistics in Michigan
Paul Stephenson, Grand Valley State University
10:50 AM
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Bayesian Nonstationary Spatial Modeling for Very Large Data Sets
Matthias Katzfuss, Universität Heidelberg
10:55 AM
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Evaluating and Calibrating Dynamically Downscaled Precipitation Using the Doksum Shift Function
Ida Scheel, University of Oslo; Elisabeth Orskaug, Norwegian Computing Center; Ola Haug, Norwegian Computing Center; Arnoldo Frigessi, University of Oslo; Peter Guttorp, University of Washington
11:00 AM
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Simulating the Performance of a Group Control Chart When Monitoring Michigan Geospatial Data
Marco Benedetti
11:05 AM
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Local Spatial-Predictor Selection
Jonathan Bradley, The Ohio State University; Noel Cressie, The Ohio State University; Tao Shi, The Ohio State University
11:15 AM
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A Generalized Class of Conditionally Autoregressive (CAR) Models
Veronica J Berrocal, University of Michigan; Alan Gelfand, Duke University
11:35 AM
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Statistical Modeling of MODIS Cloud Data Using the Spatial Random Effects Model
Aritra Sengupta, The Ohio State University; Noel Cressie, The Ohio State University
11:35 AM
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Bayesian Nonparametric Methods for Material Identification from Large Remotely Sensed Hyperspectral Space-Time Data Sets
Candace Berrett, Brigham Young University
11:55 AM
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Spatial Econometrics in an Age of CyberGIScience
Luc Anselin, Arizona State University; Sergio Rey, Arizona State University
2:05 PM
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Model Choice for Spatial Prediction of Multiple Air Pollution Exposures
Adam A Szpiro, University of Washington; Christopher J Paciorek, University of California at Berkeley
2:05 PM
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Quantifying Spatial Spillovers Using Simulated Maximum Likelihood Spatial Probit Model Estimates
James Paul LeSage, Texas State University; Ronald Kelley Pace, Louisiana State University; Shuang Zhu, Louisiana State University
2:30 PM
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Semiparametric Proportional Hazards Model with Spatially Correlated Random Effects, with an Application to the Survival of Loblolly Pine
Jie Li, Virginia Tech; Yili Hong, Virginia Tech; Ram Thapa, Virginia Tech; Harold E. Burkhart, Virginia Tech
2:50 PM
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Using GoogleMaps and GoogleEarth to Create and Use Map and Satellite Image Base Layers for Geospatial Field Data
Richard C Reeves, FoxGrove Solutions
2:55 PM
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Bias and Variance Corrections for Spatially Varying Measurement Error
Stacey Alexeeff, Harvard School of Public Health; Brent Coull, Harvard School of Public Health; Raymond Carroll, Texas A&M University
3:05 PM
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Visualization of Space-Time Dynamics in Criminal Activity
Sergio Rey, Arizona State University; Xun Li, GeoDa Center for Geospatial Analysis and Computation School of Geographical Sciences and U; Luc Anselin, Arizona State University
3:20 PM
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Weighted Composite Likelihood Approach to the Analysis of Spatial Data
Tatiyana Apanasovich, Thomas Jefferson University; Yongtao Guan , University of Miami School of Business
3:20 PM
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Spatial Control Charts for the Mean
Scott Grimshaw, Brigham Young University; Natalie J. Blades, Brigham Young University
3:20 PM
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An Affine Invariant Spatial Ranked-Sign MEWMA Control Chart
Jamil Zeinab, University of Northern Colorado; Jamil Zeinab, University of Northern Colorado
3:35 PM
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Tuesday, 07/31/2012
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Failure Prediction of Spatially Correlated Infrastructures
Hongfei Li, IBM T. J. Watson Research Center; Yada Zhu, IBM Research
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Analyzing Spatial Directional Data Using Projected Normal Processes
Fangpo Wang, Duke University; Alan Gelfand, Duke University
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Random Graphs with Latent Spatial Structure
Emily Casleton, Iowa State University; Mark Kaiser, Iowa State University; Dan Nordman, Iowa State University
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Displaying the Result and Recognizing Consulting Effort in Analyzing High-Dimensional Temporal and Spatial Correlated Data Set
Hyun Kim, University of California at Los Angeles
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Estimating Causal Effects of Air Quality Regulations Using Principal Stratification for Spatially Correlated Multivariate Intermediate Outcomes
Corwin Zigler
8:35 AM
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Nonparametric Inference in Small Data Sets of Spatially Indexed Curves with Application to Ionospheric Trend Determination
Sasha Gromenko, Utah State University; Piotr Stefan Kokoszka, Colorado State University
8:35 AM
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A Multivariate Spatial Modeling Approach Using Semiparametric Covariance Functions
Yong Wang, Eastern Kentucky University; Hao Zhang, Purdue University
8:50 AM
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Predicting the Geographic Distribution of a Species from Presence-Only Data Subject to Detection Errors
Robert Dorazio, U.S. Geological Survey
9:00 AM
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Informative Estimation and Selection of Time-Varying Correlation Structure for Spatial Data
Xueying Zheng, The University of Hong Kong; Annie Qu, University of Illinois at Urbana-Champaign
9:05 AM
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Modeling Low-Rank Spatially Varying Cross-Covariances Using Predictive Processes with Application to Soil Nutrient Data
Rajarshi Guhaniyogi; Rajarshi Guhaniyogi; Andrew O. Finley, Michigan State University; Sudipto Banerjee, University of Minnesota; Rich Kobe, Michigan State University
9:20 AM
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Nonparametric Estimation of the Probability Density Functions for Irregularly Observed Spatial Data
Zudi Lu, University of Adelaide
9:35 AM
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Bivariate Spatio-Temporal Modeling for the Hydrological Cycle of the Central United States
Jonathan Hobbs, Iowa State University
9:50 AM
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Bayesian Hierarchical Spatial Modeling: An Application in Modeling the Prevalence of Brucellosis Among Elk in Yellowstone Ecosystem
Pritam Gupta, University of Wyoming; Timothy Robinson, University of Wyoming; Richard Anderson-Sprecher, University of Wyoming
10:35 AM
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Threshold Approach in the Analysis of Spatial Extremes
Soyoung Jeon, The University of North Carolina at Chapel Hill
10:35 AM
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Statistical Modeling of Extreme Value Behavior in North American Tree-Ring Density Series
Elizabeth Mannshardt, North Carolina State University; Peter F Craigmile, The Ohio State University; Martin P. Tingley, Harvard University
10:55 AM
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Spatial Analysis of Cardiovascular Data: A Simulation Study
Samantha Seals, The University of Alabama at Birmingham; Charles Katholi, The University of Alabama at Birmingham; Inmaculada Aban, The University of Alabama at Birmingham
11:05 AM
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Bayesian Hierarchical Models with Spatial Mixture Priors in Genome-Wide Association Studies
Jie Shen, University of California at Irvine; Hal Stern, University of California at Irvine
11:05 AM
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Using Principal Component Functions to Model Spatially Dependent Functional Data
Daniel Fortin; Zhengyuan Zhu, Iowa State University; Petrutza Caragea, Iowa State University
11:05 AM
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A New Test for Spatial Autocorrelation with an Application to Mortality in Swedish Municipalities
Henrik Holmberg, Umeå University; Erling Haggstom Lundevaller, Umeå University
11:20 AM
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Mapping the Spatial Distribution of a Disease-Transmitting Insect in the Presence of Surveillance Error and Missing Data
Andrew Hong
11:35 AM
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On Nonparametric Curve Estimation with Spatial Data
Sucharita Ghosh, Swiss Federal Research Institute WSL
11:50 AM
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A Bayesian Spatial Change-Point Model for Functional Clustering
Zhen Zhang, Michigan State University; Sarat C Dass, Michigan State University; Chae Young Lim, Michigan State University; Tapabrata Maiti, Michigan State University
11:50 AM
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Adaptive Spatial Shrinkage Estimation of Diffusion Tensor Imaging with DWI Data
Tao Yu, National University of Singapore
12:05 PM
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Exploratory Analysis of Large-Scale Spatial-Temporal Data
Dongyu Lin, AT&T Labs; Ganesh K. Subramaniam, AT&T Labs; Colin R. Goodall, AT&T Labs; Simon Urbanek, AT&T Labs - Research
12:05 PM
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Clustering Random Curves Under Spatial Interdependence with Application to Service Accessibility
Huijing Jiang, IBM T. J. Watson Research Center; Nicoleta Serban, Georgia Institute of Technology
2:05 PM
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Identifying Spatial Differences in Multiple Sclerosis Subtypes via a Log Gaussian Cox Process
Jian Kang, Emory University; Timothy D. Johnson, University of Michigan; Thomas E. Nichols, University of Warwick
2:05 PM
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Spatio-Temporal Models for Some Data Sets in Continuous Space and Discrete Time
Samuel Demel, Kansas State University; Juan Du, Kansas State University
2:05 PM
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Application of Poisson Spatial Regression Models in Estimating Time-Varying and Covariate-Dependent Coefficient Functions in Survival Analysis
Jianghua He, University of Kansas Medical Center
2:05 PM
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A Hybrid Approach to Identifying Local Spatial Variation
Marc Scott, NYU; Sean Jack Buckley, National Center for Education Statistics
2:20 PM
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Functional Principal Component Analysis of Spatial-Temporal Point Processes with Applications in Disease Surveillance
Yehua Li, University of Georgia
2:30 PM
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Bayesian Nonparametric Models for Structured Functional and Object Data with Application to Genomic Studies
Jeffrey S Morris, MD Anderson Cancer Center;
2:30 PM
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The Spatial Lasso with Applications to Unmixing Hyperspectral Images
Daniel Samarov, NIST; Matthew Clarke, National Institute of Standards and Technology; Ji Yoon Lee, National Institute of Standards and Technology; David Allen, National Institute of Standards and Technology; Maritoni Litorja, National Institute of Standards and Technology; Jeeseong Hwang, National Institute of Standards and Technology
2:35 PM
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Spatial-Temporal Generalized Linear Models with Bark Beetle and Other Damage Causing Agents in the Rocky Mountains Example
Kimberly Kaufeld, University of Northern Colorado; Trent L Lalonde, University of Northern Colorado
2:50 PM
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Hidden Markov Model and Reversible Jump Algorithm for the Analysis of Areas of Interest from Eye-Tracking Data
JIN YAN, University of Maryland; Michel Wedel, University of Maryland; Paul J. Smith, University of Maryland
3:05 PM
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Robust Estimation of Multivariable Spatial Mixed Effects Models
Casey Jelsema, Western Michigan University; Rajib Paul, Western Michigan University; Joseph W McKean, Western Michigan University
3:05 PM
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The Use of Bidimensional Regression and Multidimensional Scaling for Exploring Spatial Structure of Transportation Networks and Other Two-Dimensional Surfaces
Tamas Dusek, Szechenyi Istvan University
3:20 PM
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Wednesday, 08/01/2012
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Childhood Obesity Disparities: A Case Study of Hierarchical Spatial Models
Jonggyu Baek, University of Michigan; Brisa N Sánchez, University of Michigan School of Public Health; Emma V. Sanchez-Vaznaugh, San Francisco State University
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Bayesian Lasso Regression for Zero-Inflated Spatial Data
Rajib Paul, Western Michigan University; Magdalena Niewiadomska-Bugaj, Western Michigan University; Amy B. Curtis, Western Michigan University; Catherine L. Kothari, Western Michigan University
8:35 AM
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Detecting Global Clustering Patterns and Outliers on Spatially Correlated Data for Disease Surveillance
Monica Jackson, American University
8:35 AM
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Simultaneous Estimation of Disease Risks and Spatial Clustering: A Hierarchical Bayes Approach
Wenning Feng, Michigan State University; Chae Young Lim, Michigan State University; Tapabrata Maiti, Michigan State University
8:55 AM
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Calibration for Large Multivariate Spatial Climate Models
K. Sham Bhat, Los Alamos National Laboratory
8:55 AM
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Bayesian Factor Analysis with Spatial Factor Loadings
Eleanor Neeley, Brigham Young University; William Christensen, Brigham Young University; Stephan Sain, Geophysical Statistics Project
9:35 AM
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Leveraging GPU Libraries for Efficient Computation of Bayesian Spatial Assignment Models in R
Colin Rundel, University of California at Los Angeles
10:05 AM
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A Single Pass Smoothness Parameter Selection in the Estimation of the Pair Correlation Function for Spatial Point Processes
Ivan Simeonov, Penn State University; Francesca Chiaromonte, Penn State University; John Fricks, Penn State University
10:35 AM
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Large Vector Auto Regressions for Multilayer Spatially Correlated Time Series
Rodrigue Ngueyep Tzoumpe, Georgia Institute of Technology; Nicoleta Serban, Georgia Institute of Technology
11:20 AM
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Time-Varying and Spatial Modeling of Precipitation Extremes
Gabriel Huerta, Indiana University; Glenn Stark, University of New Mexico
11:35 AM
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An Examination of Spatial Correlation in Hurricane Wind Fields
Shurong Fang, Michigan Technological University; Yue Li, CEE/Michigan Tech University; Weichiang Pang, Clemson University; Fangqian Liu, Clemson University
11:50 AM
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Exploring Spatial Information for Improved Microarray Image Segmentation and Quality Assessment
Minyao Sun, Arizona State University; Yan Yang, Arizona State University
11:50 AM
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Hotspot Identification for Massive Spatial Data Sets
Joshua French, University of Colorado Denver
12:05 PM
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A Model for Extremes on a Regular Spatial Lattice
Daniel Cooley, Colorado State University
2:05 PM
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Are Nonprofit Antipoverty Organizations Located Where They Are Needed? Analysis from a Spatial Zero-Inflated Poisson Model with Census Tracts in Greater Hartford
Yung-Wei Chen, University of Connecticut
2:05 PM
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Model-Based Estimation of Resource Selection in Animal Populations
Mevin Hooten, Colorado State University; Ephraim Hanks, California State University; Devin S. Johnson, National Oceanic and Atmospheric Administration
2:25 PM
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Statistical Challenges to Linking the Spatial Pattern of Cancer to Radiation Exposure
Stephen Rathbun, University of Georgia; Sara Wagner, University of Georgia; John Vena, University of Georgia
2:25 PM
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Spatial Biclustering and Nonlinear Modeling of a Complex Data Set
Alan Izenman, Temple University
2:35 PM
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Dealing with Missing fMRI Data in Whole-Brain Analysis
Mulugeta Gebregziabher, MUSC; Kenneth Vaden, MUSC; Stefanie E Kuchinsky, MUSC; Mark A. Eckert, MUSC
3:05 PM
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A Bayesian Analysis of the Spatial Distribution of Alcohol Outlets and Assaultive Violence
Loni Philip Tabb, Drexel University School of Public Health; Anthony H Grubesic, Drexel University; Dominique A. Williams, West Chester University
3:05 PM
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Empirical Likelihood Inference for Parameters of Spatial Branching Process
Pin Ren; Anand N. Vidyashankar, George Mason University
3:05 PM
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Generalized Poisson Regression Analysis of Spatially Correlated ChIP-Seq Data
Min Chen, The University of Texas Southwestern Medical Center at Dallas; Sherry Wang, Southern Methodist University; Guanghua Xiao, The University of Texas Southwestern Medical Center at Dallas; Yang Xie, The University of Texas Southwestern Medical Center
3:25 PM
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Thursday, 08/02/2012
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Dimension Reduction and Alleviation of Confounding for Spatial Generalized Linear Mixed Models
John Hughes, University of Minnesota; Murali Haran, Penn State University
8:35 AM
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Bridging Conditional and Marginal Inference for Spatially Referenced Binary Data
Laura Boehm, North Carolina State University; Brian Reich, North Carolina State University;
8:35 AM
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Nonparametric Methods for Estimating Nonstationary Covariance Functions on Spheres
Zhengyuan Zhu, Iowa State University; Yang Li, Iowa State University
8:35 AM
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Nonparametric Covariance Functions for Multivariate Geostatistics
Juan Hu, Purdue University; Hao Zhang, Purdue University
8:55 AM
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Multivariate Spatial Disease Surveillance Using a Latent Shared Component Model
Ana Corberan-Vallet, University of Valencia; Andrew B Lawson, Medical University of South Carolina
9:15 AM
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Covariance Models for Vector Random Fields in Space and Time
Juan Du, Kansas State University; Chunsheng Ma, Wichita State University
9:15 AM
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Bayesian Spatially Varying Coefficient Models for Estimating the Toxicity of the Chemical Components of Fine Particulate Matter
Yeonseung Chung, Korea Advanced Institute of Science and Technology; Francesca Dominici, Harvard School of Public Health; Brent Coull, Harvard School of Public Health; Michelle Bell, Yale University
9:35 AM
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How Do the Asymptotics Help the Spatial Modeling?
Hao Zhang, Purdue University
9:35 AM
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Nonparametric Spatial Models for Periodontal Disease Data with Spatially Varying Non-Random Missingness
; Brian Reich, North Carolina State University; Howard Bondell, North Carolina State University
9:55 AM
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Conditional Simulation of Nonstationary Spatial-Temporal Processes
Joseph Guinness, The University of Chicago
10:35 AM
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Minimum Divergence Solutions for Incorporating Categorical Information in a Spatial Mapping Context
Patrick Bogaert, Universite Catholique de Louvain
10:35 AM
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Spatial Uncertainty Estimation and Public Health Data
Lance A. Waller, Ph.D., Emory University; Howard Chang, Emory University; John Pearce, Emory University; Matthew Strickland, Emory University; Stefanie Sarnat, Emory University; Paige Tolbert, Emory University
11:00 AM
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Spatial Modeling of Global Atmospheric Carbon Dioxide Concentrations from Satellite Observations
Dorit Hammerling
11:55 AM
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Spatially Weighted Principal Component Analysis for Image Classification
Ruixin Guo, University of Colorado ; Hongtu Zhu, The University of North Carolina at Chapel Hill
11:55 AM
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Applying a Spatial Occupancy Model to Presence-Absence Data from an Atlas Project
Kristin Broms, University of Washington; John Skalski, University of Washington; Devin S. Johnson, National Oceanic and Atmospheric Administration
12:05 PM
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