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Contributed Papers

Exploring Model-Based Statistical Methods for Traditional Spatio-Temporal Data and Spatial Extremes

Wed, Aug 7, 8:30 AM - 10:20 AM

Mohamad Kazem Shirani FaradonbehChair

Section on Statistics and the Environment

7 Presentations

Bayesian Model Selection to Investigate Meaningful Spatial Scales

8:35 AM - 8:50 AM

Andrew Hoegh (Montana State University)

Co-authors: Kathryn Irvine, Katharine Banner (Montana State University)

Model-Based Inference for Spatial Biological-Dissimilarity Indices

8:50 AM - 9:05 AM

Xiaotian Zheng (University of Wollongong)

Co-authors: Noel Cressie (University of Wollongong), Andrew Zammit-Mangion (University of Wollongong)

Multiscale Bayesian Modeling of Wildfires and Population Change Using Exact Posterior Regression

9:05 AM - 9:20 AM

Shijie Zhou (Florida State University)

Co-authors: Jonathan Bradley (Florida State University)

New generalized extreme value distribution with applications to extreme temperature data

9:20 AM - 9:35 AM

Kahadawala Cooray (Central Michigan University)

Robust Distributed Learning of Functional Data From Simulators through Data Sketching

9:35 AM - 9:50 AM

Jacob Andros (Texas A&M University)

Co-authors: Rajarshi Guhaniyogi (Texas A&M University), Devin Francom (Los Alamos National Laboratory), Donatella Paqualini (Los Alamos National Laboratory)

Robust Maximum Lq-Likelihood Covariance Estimation For Spatial Data

9:50 AM - 10:05 AM

Sihan Chen (King Abdullah University of Science and Technology)

Co-authors: Joydeep Chowdhury, Marc Genton (King Abdullah University of Science and Technology)

The Evolving Threat of Ground Snow Load Accumulation in a Changing Climate

10:05 AM - 10:20 AM

Co-authors: Kenneth Pomeyie, Wei Zhang (Utah State University)

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