Keyword Search
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CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: spatial returned 107 record(s)
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Sunday, 07/30/2017
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Inference for Errors-In-Variables Models in the Presence of Spatial and Temporal Dependence with an Application to a Carbon Dioxide Remote Sensing Campaign
Bohai Zhang, University of Wollongong; Noel Cressie, University of Wollongong; Debra Wunch, University of Toronto
2:25 PM
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Spatio-Temporal Balanced Sampling Design for Longitudinal Natural Resources Survey
Zhengyuan Zhu, Iowa State University
2:30 PM
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Spatial Point Processes on the Sphere
Ege Rubak, Aalborg University
2:30 PM
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Spatial Modeling of Object Data: Analysing Dialect Sound Variations Across the UK
Shahin Tavakoli, University of Cambridge; Davide Pigoli, University of Cambridge; John AD Aston, University of Cambridge
2:30 PM
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Fusing Data from Multiple Remote Sensing Instruments
Jessica Loock Matthews, CICS-NC; Elizabeth Mannshardt, US Environmental Protection Agency; Brian Reich, NCSU; Joseph Guinness, NC State University
3:05 PM
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Multivariate Spatial Point Patterns via Correlated Bernoulli Indicators
Matthew Heaton, Brigham Young University; Matthew Bekker, Brigham Young University
3:20 PM
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Linking a Dose-Response Model to Observed Infection to Describe Spatial-Temporal Patterns in a Q Fever Outbreak
Lance A. Waller, Emory University; John Brooke, St. Jude Children's Research Hospital; Peter Teunis, RIVM; Mirjam Kretzschmar, Julius Center for Health Sciences and Primary Care
4:05 PM
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Multivariate Spatial Model for Severe Storm Activity
Yen Ning Huang, VCU; Montserrat Fuentes, Virginia Commonwealth University; Brian Reich, NCSU; Eric Gilleland, NCAR
4:50 PM
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The Predictive Spatial-Temporal Modeling for the Risk of Fetal Alcohol Syndrome (FAS) in Newborns Exposed to Alcohol During Pregnancy
Bu Hyoung Lee, Loyola University Maryland; Alexandra D. Carides, Temple University; Helen Anni, Temple University
5:05 PM
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Confidence regions for spatial excursion sets from repeated random field observations, with an application to climate
Max Sommerfeld, Universität Göttingen; Stephen Sain, The Climate Corporation; Armin Schwartzman, University of California, San Diego
5:20 PM
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Hierarchical Model for Species Abundance Using Efficient Dimension Reduction for Lattice Data
Ghadeer Mahdi, University of Arkansas; Avishek Chakraborty, University of Arkansas; Mark Arnold, University of Arkansas
5:20 PM
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Monday, 07/31/2017
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Analysis of Spatially Correlated Functional Data Objects
Salihah Alghamdi
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Causal Inference Using Bayesian Spatial Downscaling
Alexandra Larsen, North Carolina State University ; Brian Reich, NCSU; Ana Rappold, US EPA
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Bayesian Methods for Image Texture Analysis with Applications to Cancer Radiomics
Xiao Li, University of Texas, School of Public Health, Department of Biostatistics; Michele Guindani, University of California, Irvine; Chaan Ng, The University of Texas MD Anderson C; Brian P. Hobbs, The University of Texas MD Anderson Cancer Center
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Spatially Varying Autoregressive Models for Prediction of New HIV Diagnoses
Lyndsay Shand; Bo Li, University of Illinois
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Modeling Spatial Extremes Using Positive Stable Mixtures
Gregory Bopp
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Migratory Bird Surveys and the Modeling of Seabird Populations
Robert Fowler
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Extreme Value Based Methods for Modeling Elk Dispersal
Dhanushi Wijeyakulasuriya, Pennsylvania State University; Ephraim M Hanks, The Pennsylvania State University; Benjamin A Shaby, Penn State University
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Single index model for inhomogeneous spatial point processes
Ji Meng Loh; Yixin Fang, New Jersey Institute of Technology
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Estimation of Locally Stationary Spatial Processes with Application to the American Community Survey
Daniel Weinberg, U.S. Census Bureau; Tucker McElroy, U. S. Census Bureau; Soumendra N Lahiri, North Carolina State University
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Estimates of Extreme Rainfall Frequency from Spatially Dense Observations
Lynne Seymour, University of Georgia; Kyle Mattingly, University of Georgia; Paul Miller, University of Georgia
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Detection of Prostate Cancer with Multi-Parametric MR Imaging Models Utilizing the Anatomic Structure of the Prostate
Jin Jin, University of Minnesota; Joseph Koopmeiners, University of Minnesota; Lin Zhang, University of Minnesota; Greg Metzger, University of Minnesta; Ethan Leng, University of Minnesta
8:35 AM
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Spatially Varying Autoregressive Models for Prediction of New HIV Diagnoses
Lyndsay Shand; Bo Li, University of Illinois
8:40 AM
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Modeling Spatial Extremes Using Positive Stable Mixtures
Gregory Bopp
8:45 AM
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Quantile Function Modeling with Application to Salinity Tolerance Analysis in Plant Growth Data
Gaurav Agarwal; Ying Sun, King Abdullah University of Science and Technology
8:50 AM
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Migratory Bird Surveys and the Modeling of Seabird Populations
Robert Fowler
9:00 AM
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Extreme Value Based Methods for Modeling Elk Dispersal
Dhanushi Wijeyakulasuriya, Pennsylvania State University; Ephraim M Hanks, The Pennsylvania State University; Benjamin A Shaby, Penn State University
9:05 AM
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Single index model for inhomogeneous spatial point processes
Ji Meng Loh; Yixin Fang, New Jersey Institute of Technology
9:10 AM
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Estimates of Extreme Rainfall Frequency from Spatially Dense Observations
Lynne Seymour, University of Georgia; Kyle Mattingly, University of Georgia; Paul Miller, University of Georgia
9:30 AM
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Bayesian Multiscale Spatial Models for Big Data
Raj Guahniyogi, UCSC
9:35 AM
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Study of Spatiotemporal patterns and trends of extreme precipitation indices in south east USA using quantile regression
Bhikhari Tharu
9:50 AM
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A Hierarchy of Brain Networks Revealed by MVPA Performance Metrics
Stephen Strother, Baycrest & University of Toronto; Cheryl Grady, Baycrest & University of Toronto
11:00 AM
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Estimation of Locally Stationary Spatial Processes with Applications to the American Community Survey
Daniel Weinberg, U.S. Census Bureau; Tucker McElroy, U. S. Census Bureau; Soumendra N Lahiri, North Carolina State University
11:00 AM
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Bayesian Methods for Image Texture Analysis with Applications to Cancer Radiomics
Xiao Li, University of Texas, School of Public Health, Department of Biostatistics; Michele Guindani, University of California, Irvine; Chaan Ng, The University of Texas MD Anderson C; Brian P. Hobbs, The University of Texas MD Anderson Cancer Center
11:20 AM
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Testing and Estimation of Social Network Dependence with Time-To-Event Data
Lin Su, North Carolina State University; Wenbin Lu, North Carolina State University; Rui Song, NC State University; Danyang Huang, Renmin University
11:20 AM
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Integrating Imaging and Genetic Data for Understanding Neuropsychological Disorders
Heping Zhang, Yale University School of Public Health; Canhong Wen, Sun Yat-Sen University; Chintan Mehta, Yale University
11:25 AM
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Computational Learning Methods for Neuroimaging Data Analysis
Don Hong, Middle Tennessee State Univ; Xin Yang, Southern Arkansas University; Jingsai Liang, Middle Tennessee State University
11:35 AM
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Matrix-Free Computation of Spatial-Temporal Gaussian Autoregressions and Related Stat-Space Models
Chunxiao Wang, Oregon State University; Debashis Mondal, Oregon State University
12:05 PM
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Bayesian Analysis of Hierarchical Mixed Effect Hurdle Model for Time and Spatially Correlated Count Data
Soutik Ghosal, University of Louisville; Maiying Kong, University of Louisville; Jeremy Gaskins, University of Louisville
2:05 PM
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A Spatio-Temporal Cluster Process for Modeling Storm Cells
Charmaine Dean, University of Waterloo; Alisha Albert-Green, University of Toronto
2:05 PM
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Individual Level Infectious Disease Models Incorporating Aggregate Level Spatial Structure
Rob Deardon, University of Calgary; MD Mahsin, University of Calgary
2:25 PM
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Spatio-Temporal Models with Excess Zeros
Mahmoud Torabi, University of Manitoba
2:45 PM
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Variable Selection for High-Dimensional Spatial Regression Models
Abolfazl Safikhani, Columbia University; Tapabrata Maiti, Michigan State University; Chae Young Lim , Seoul National University
2:50 PM
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Assessing NARCCAP Climate Model Effects Using Spatial Confidence Regions
Joshua French, University of Colorado Denver; Seth McGinnis, National Center for Atmospheric Research; Armin Schwartzman, University of California, San Diego
3:05 PM
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Variable Selection for Expanding Covariate Space and High-Dimensional Discrete Spatial Data
Abdhi Sarkar, Michigan State University; Chae Young Lim , Seoul National University; Tapabrata Maiti, Michigan State University
3:05 PM
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Objective Bayesian Analysis for Gaussian Hierarchical Models with Intrinsic Conditional Autoregressive Priors
Matthew J. Keefe, Virginia Tech; Marco Ferreira, Virginia Tech; Christopher T. Franck, Virginia Tech Department of Statistics
3:20 PM
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Impact of Misspecified Covariance Structure on the Parameter Estimates in a Shared Spatial Frailty Model
Cindy Feng, University of Saskatchewan
3:25 PM
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Tuesday, 08/01/2017
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A Probabilistic Characterization of Shark Movement Using Location Tracking Data
Samuel Ackerman
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Estimating Causal Effects of Air Quality on Non-Hodgkin's Lymphoma
Keith Zirkle, Virginia Commonwealth University; David C. Wheeler, Virginia Commonwealth University
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A Conditionally Autoregressive-Spatial Model for Clustered Count Data Controlling for Two Classes of Neighbor Relations
Jason Clague, University of California Los Angeles; Thomas Belin, University of California, Los Angeles; Vivek Shetty, University of California Los Angeles
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A Novel Framework for Spatially-Varying Age-Period-Cohort Analysis with Application to U.S. Mortality, 1999-2015
Pavel Chernyavskiy, National Cancer Institute; Mark P Little, National Cancer Institute; Philip S Rosenberg, National Cancer Institute
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Image-On-Image Regression: a Spatial Bayesian Latent Factor Model for Predicting Task-Evoked Brain Activity Using Task-Free MRI
Cui Guo, University of Michigan
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Assessing the Linear and Nonlinear Dependency for the Spatial Temporal Observations Based on Markov Random Fields
Youngseok Song, Colorado State University; Wen Zhou, Colorado State University; Yumou Qiu, University of Nebraska-Lincoln; Jinyuan Chang, Southwestern University of Finance and Economics
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A Spatio-Temporal Joint Model of Opioid Overdose Deaths and Treatment Seeking in Ohio Counties
David Kline, The Ohio State University; Staci A Hepler, Wake Forest University; Erin McKnight, Nationwide Children's Hospital; Andrea Bonny, Nationwide Children's Hospital
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Statistical Methods for Ecological Networks
Catherine Calder, The Ohio State University; Christopher Browning, The Ohio State University
8:35 AM
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A Joint Spatial Factor Analysis Model to Accommodate Data from Misaligned Nested Areal Units with Application to Louisiana Social Vulnerability
Rachel Nethery; Dale P. Sandler, National Institute of Environmental Health Sciences; Shanshan Zhao, National Institute of Environmental Health Sciences; Lawrence S. Engel, University of North Carolina at Chapel Hill; Richard K. Kwok, National Institute of Environmental Health Sciences
8:35 AM
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A Spatio-Temporal Joint Model of Opioid Overdose Deaths and Treatment Seeking in Ohio Counties
David Kline, The Ohio State University; Staci A Hepler, Wake Forest University; Erin McKnight, Nationwide Children's Hospital; Andrea Bonny, Nationwide Children's Hospital
9:00 AM
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Assessing Compliance with EPA Standards: An Appreciation of Larry Cox's Work as an EPA Scientist.
Richard Smith, University of North Carolina Chapel Hill/SAMSI
9:15 AM
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Multi-Resolution Approximations of Gaussian Processes for Big Spatial Data
Wenlong Gong, Texas A&M University
9:20 AM
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Spatial-Temporal Modeling of Heavy Tailed Data
Gabriel Huerta, University of New Mexico
9:35 AM
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A Randomized Algorithm for Maximum Likelihood Estimation with Spatial Autoregressive Models
Miaoqi Li, University of Cincinnati; Emily L. Kang, University of Cincinnati
9:50 AM
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The LGM Split Sampler: An Efficient MCMC Sampler for Latent Gaussian Models
Birgir Hrafnkelsson, University of Iceland; Dan Simpson, University of Bath; Oli Pall Geirsson, University of Iceland
9:50 AM
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A Simple, Fast Sampler for Simulating Spatial Data and Other Markovian Data Structures
Andrea Kaplan, Iowa State University; Mark Kaiser, Iowa State University; Soumendra N Lahiri, North Carolina State University; Daniel Nordman, Iowa State University
10:05 AM
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A Geostatistical Approach to Modeling Climate Teleconnections
Joshua Hewitt, Colorado State University; Jennifer A Hoeting, Colorado State University; James Done, National Center for Atmospheric Research; Erin Towler, National Center for Atmospheric Research
10:35 AM
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Bayesian Approaches for Modeling Functional Connectivity in Neuroimaging
Sanjib Basu, University of Illinois At Chicago; Nairita Ghosal, University of Illinois at Chicago
11:55 AM
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Spatial Small Area Smoothing Models for Handling Survey Data with Nonresponse
Kevin Watjou, Hasselt University; Christel Faes, University Hasselt; Russell S. Kirby, College of Public Health, University of South Florida; Andrew Lawson, Department of Public Health Sciences, Medical University of South Carolina; Rachel Carroll, National Institute of Environmental Health Sciences; Mehreteab Aregay, Department of Public Health Sciences, Medical University of South Carolina; Yannick Vandendijck, University Hasselt
2:05 PM
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Statistical Tools for Missing Data Inference in Home Mortgage Applications
Andrew Porter, Office of the Comptroller of the Currency
2:20 PM
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A Multivariate Dynamic Spatial Factor Model for Speciated Pollutants and Adverse Birth Outcomes
Kimberly Kaufeld, Los Alamos National Laboratory
2:20 PM
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Asymptotic Approaches for Spatial Genetic Data
Sahar Zarmehri, The Pennsylvania State University; Ephraim M Hanks, The Pennsylvania State University
2:35 PM
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Bayesian Spatial Stream Network Models
Kristin Broms, Colorado State University; Mevin Hooten, Colorado State University; Ryan M. Fitzpatrick, Colorado Parks and Wildlife
2:50 PM
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Spatio-Temporal Process Models for Spatial Correlation
Ephraim M Hanks, The Pennsylvania State University
3:05 PM
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Modeling Collective Animal Movement Through Interactions in Behavioral States
James Russell, Muhlenberg College; Ephraim M Hanks, The Pennsylvania State University; David Hughes, Penn State Univeristy
3:35 PM
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Wednesday, 08/02/2017
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Space-Time Outlier Identification in a Large Ground Deformation Dataset
Youjiao Yu, Department Statistical Science, Baylor University; Austin Workman, Baylor University; Amanda S. Hering, Baylor University
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Agents of Change: a Spatial Multivariate Bayesian Test to Identify Factors That Shape a Microbiome
Susheela Singh, North Carolina State University; Brian Reich, NCSU; Eric Laber, North Carolina State University; Ana-Maria Staicu, North Carolina State University, Department of Statistics; Robert Dunn, North Carolina State University
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Spatial Wishart Process and Its Application on Diffusion Tensor Images
Zhou Lan, North Carolina State University; Brian Reich, NCSU; Joseph Guinness, NC State University
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Spatial Challenges of Using Local Scale Monitoring Programs for Landscape Level Applications
Mindy Rice, U.S. Fish and Wildlife Service
8:35 AM
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Estimating Distributions for Populations Within Nested Geographies with Public-Use Data
Matthew Simpson, University of Missouri - Columbia; Scott H. Holan, University of Missouri; Christopher Wikle, University of Missouri; Jonathan R Bradley, Florida State University
8:55 AM
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Designing a Robust Monitoring Scheme for Natural Resources at a Continental Scale
Emily L Weiser, U.S. Geological Survey; James E. Diffendorfer, U.S. Geological Survey; Laura López-Hoffman, The University of Arizona; Darius J Semmens, U.S. Geological Survey; Wayne E Thogmartin, U.S. Geological Survey
8:55 AM
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Generating Partially Synthetic Geocoded Public-Use Data with Decreased Disclosure Risk Using Differential Smoothing
Harrison Quick, Drexel University; Scott H. Holan, University of Missouri; Christopher Wikle, University of Missouri
9:15 AM
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Statistical Challenges in Analysis of Complex Phenotypes Derived from Sequential Images
Dan Nettleton, Iowa State University; Patrick Schnable, Iowa State University; Yehua Li, Iowa State University; Li Wang, Iowa State University; Baskar Ganapathysubramanian, Iowa State University
9:15 AM
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Hierarchical Models for Spatial Data with Errors That Are Correlated with the Latent Process
Jonathan R Bradley, Florida State University; Christopher Wikle, University of Missouri; Scott H. Holan, University of Missouri
9:55 AM
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A Study of Some Alternative Statistical Methods for the Characterization of Tumor Risk Based on PET Imaging Data
Eric Wolsztynski, University College Cork; Tian Mou, University College Cork; Mark Muzi, UW-Radiology, Neurology & RadOnc; Finbarr O'Sullivan, University College Cork
10:35 AM
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Bayesian Spatial Tensor Regression for Neuroimages
Hossein Rekabdarkolaee; Montserrat Fuentes, Virginia Commonwealth University
11:05 AM
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Spatio-Temporal Clustering of Urban Traffic Networks
Ashwini Venkatasubramaniam, University of Glasgow; Ludger Evers, University of Glasgow; Konstantinos Ampountolas, University of Glasgow
11:50 AM
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Mesoscale Spatial Forecast Verification Over Complex Terrain
Eric Gilleland, NCAR; Manfred Dorninger, University of Vienna; Marion Mittermaier, MetOffice, U.K.; Barbara G. Brown, NCAR; Elizabeth E. Ebert, Bureau of Meteorology; Barbara Casati, Environment Canada; Laurence Wilson, Environment Canada
2:05 PM
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A Simultaneous Autoregressive Model for Spatial Extremes
Miranda Fix, Colorado State University; Dan Cooley, Colorado State University; Emeric Thibaud, École Polytechnique Fédérale de Lausanne
2:20 PM
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Spatial Temporal Exponential-Family Point Process Models for the Evolution of Social Systems
Mark Stephen Handcock, University of California - Los Angeles; Joshua D. Embree, RAND Corporation
2:30 PM
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Post-Model Selection Estimation for Regression Models with Spatial Autoregressive Errors
Tapabrata Maiti, Michigan State University; Liqian Cai, Liberty Mutual
2:35 PM
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Tukey Max-Stable Processes for Spatial Extremes
Ganggang Xu, Binghamton University; Marc G. Genton, KAUST
2:35 PM
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Spatially-Dependent Multiple Testing Under Model Misspecification, with Application to Extreme Event Attribution
Mark Risser, Lawrence Berkeley National Laboratory; Christopher Paciorek, University of California, Berkeley
2:50 PM
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A Return Level Analysis of the January 2016 Blizzard in New York City
Jaechoul Lee, Boise State University; Mintaek Lee, Boise State University
3:20 PM
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Collective Spectral Density Function Estimation and Clustering for Time Series and Spatial Data
Tianbo Chen, King Abdullah University of Science & Technology; Ying Sun, King Abdullah University of Science and Technology; Medhi Maadooliat, Marquette University
3:35 PM
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Thursday, 08/03/2017
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Assessing Reproducibility of Hi-C Chromatin Loops Using Irreproducible Discovery Rate Regression
Qunhua Li; Feipeng Zhang, Penn State University; Tao Yang, Penn State University
8:35 AM
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Meta-Analysis of Model Specifications Assessing Harmful Algal Blooms as a Risk Factor for Amyotrophic Lateral Sclerosis in Northern New England
Beth Ziniti, Applied Geosolutions; Ernst Linder, Department of Mathematics and Statistics, University of New Hampshire; Nathan Torbick, Applied Geosolutions; Angeline Andrew, Department of Neurology, Dartmouth Medical School; Elijah W. Stommel, Department of Neurology, Dartmouth Medical School
8:50 AM
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Homogeneity Test of Covariance Matrices with High-Dimensional Longitudinal Data
Pingshou Zhong, Michigan State University; Runze Li, The Pennsylvania State University
9:35 AM
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Dynamic Spatial-Temporal Point Process Models via Conditioning
Athanasios Micheas, Univ of Missouri- Columbia; Justin Okenye, University of Missouri; Christopher Wikle, University of Missouri
9:50 AM
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Copula-Based Semiparametric Models for Spatial-Temporal Data
Huixia Judy Wang, The George Washington University; Yanlin Tang, George Washington University; Ying Sun, King Abdullah University of Science and Technology
9:50 AM
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Practical Bayesian inference based on Nearest Neighbor Gaussian Processes (NNGP) model for massive spatial data
Lu Zhang, UCLA; Abhirup Datta, Johns Hopkins University; Sudipto Banerjee, UCLA Fielding School of Public Health
10:05 AM
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Modeling Spatially Correlated and Heteroscedastic Errors in Ethiopian Maize Trials
Tigist Damesa, University of Hohenheim; Hans-Peter Piepho, University of Hohenheim; Jens Möhring, University of Hohenheim; Johannes Forkman, Swedish University of Agricultural Sciences
10:35 AM
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Analyzing Mortality Following Breast Cancer Diagnosis in Louisiana SEER Data via a Spatial Accelerated Failure Time Model
Shanshan Zhao, National Institute of Environmental Health Sciences; Rachel Carroll, National Institute of Environmental Health Sciences; Andrew Lawson, Department of Public Health Sciences, Medical University of South Carolina
10:35 AM
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Predicting Area-Wide Averages of Air Pollution Exposure
Joshua Keller, Johns Hopkins University; Roger D Peng, Johns Hopkins University
10:35 AM
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Comparing Spatial Regression to Random Forests for Large Environmental Data Sets
Eric Fox, US EPA, Western Ecology Division; Jay Ver Hoef, NOAA, National Marine Mammal Laboratory; Anthony Olsen, US EPA, Western Ecology Division
10:50 AM
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Spatial Regression Models on Water Criticality Index in the Upperstream Citarum Watershed, Indonesia
Yekti Widyaningsih, Universitas Indonesia
11:05 AM
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Spatial Adaptivity in Trend Filtering
Bodhisattva Sen, Columbia University
11:35 AM
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Accounting for Spatial Variation in Phenotype Distribution in Sequencing Studies with Natural Thin Plate Spline
Ye Ting Du, Harvard University; Han Chen, University of Texas Health Science Center at Houston; Xihong Lin, Harvard TH Chan School of Public Health
11:35 AM
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Sensor Fusion Approach for Detecting Landmines
Andrew Cho, Duke University; Colin Rundel, Duke University Statistical Science
11:50 AM
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Spatial Time Series Classification with Applications to Wind Energy
Laurie Tupper, Williams College; David S Matteson, Cornell University; C. Lindsay Anderson, Cornell University
11:50 AM
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