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Keyword Search Criteria: Spatio-Temporal Model returned 14 record(s)
Sunday, 07/29/2018
Semiparametric Regression Methods for Spatial and Spatio-Temporal Data with Application to Fine Particulate Matter (PM2.5) Studies
Lily Wang, Iowa State University; Jingru Mu, Iowa State University; Guannan Wang, College of William & Mary
3:25 PM

Spatio-Temporal Models for Big Multinomial Data Using the Conditional Multivariate Logit-Beta Distribution
Scott H. Holan, University of Missouri/U.S. Census Bureau; Jonathan R Bradley, Florida State University; Christopher K. Wikle, University of Missouri
4:05 PM

Combining Disease Surveillance and Animal Movement Data to Predict Infectious Disease Spread
Sahar Zarmehri, The Pennsylvania State University; Ephraim Hanks, The Pennsylvania State University; Lin Lin, The Pennsylvania State University
5:20 PM

Estimating the Changing Nature of Scotland's Health Inequalities Using a Multivariate Spatio-Temporal Model
Eilidh Jack, University of Glasgow; Duncan Lee, University of Glasgow; Nema Dean, University of Glasgow
5:25 PM

Monday, 07/30/2018
Nonstationarity in Spatiotemporal Fisheries Models
John Best, School of Aquatic and Fishery Sciences, University of Washington


Battle Royale: Machine Learning vs. Mechanistically Motivated Spatio-Temporal Models for Atmospheric and Oceanic Processes
Christopher K. Wikle, University of Missouri
8:35 AM

Nonstationarity in Spatiotemporal Fisheries Models
John Best, School of Aquatic and Fishery Sciences, University of Washington
11:35 AM

Spatio-Temporal Models for Probabilistic Wind Vector Forecasting in Saudi Arabia
Amanda Lenzi, King Abdullah University of Science and Technology; Marc G Genton, King Abdullah University of Science and Technology
3:20 PM

Tuesday, 07/31/2018
Bayesian Function Data Analysis for Weather Forecast
Duchwan Ryu, Northern Illinois University; Hao Shen, Northern Illinois University


Wednesday, 08/01/2018
A Scalable Multi-Resolution Spatio-Temporal Model for Brain Activation and Connectivity in fMRI Data
Stefano Castruccio, University of Notre Dame; Hernando Ombao, King Abdullah University of Science and Technology; Marc G Genton, King Abdullah University of Science and Technology
10:55 AM

Spatio-Temporal Modeling of Heavy-Tailed Data via Non-Gaussian Latent Processes
Gabriel Huerta, University of New Mexico; Kellin Rumsey, University of New Mexico
11:05 AM

Flexible Dynamic Modeling of Correlation and Covariance Matrices for Spatio-Temporal Data Analysis
Babak Shahbaba, UCI; Andrew James Holbrook, UC Irvine; Gabriel Elias, UC Irvine; Norbert J. Fortin, UC Irvine; Hernando Ombao, UC Irvine; Shiweil Lan, CalTech
11:15 AM

Using Joint Models of Fisher Targeting and Resource Abundance to Account for Preferential Sampling in Fisheries
James Turner Thorson, Northwest Fisheries Science Center, National Marine Fisheries Service, NOAA; Paul Conn, Marine Mammal Laboratory, Alaska Fisheries Science Center, NOAA, NMFS; Devin Johnson, Alaska Fisheries Science Center (NOAA); John Best, School of Aquatic and Fishery Sciences, University of Washington
2:55 PM

Thursday, 08/02/2018
Extended Ensemble Kalman Filters for High-Dimensional Hierarchical State-Space Models
Jonathan Stroud, Georgetown University; Matthias Katzfuss, Texas A&M University; Christopher K. Wikle, University of Missouri
9:15 AM