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462 * ! Wed, 8/10/2022, 2:00 PM - 3:50 PM CC-144C
Spatio-Temporal Methods for Complex Data — Invited Papers
Royal Statistical Society, International Indian Statistical Association, Section on Statistics and the Environment
Organizer(s): Karthik Bharath, University of Nottingham
Chair(s): Shariq Mohammed, Boston University
2:05 PM Variograms for Kriging and Clustering of Spatial Functional Data with Phase Variation
Sebastian Kurtek, The Ohio State University; Xiaohan Guo, The Ohio State University; Karthik Bharath, University of Nottingham
2:30 PM Principled Spatial Machine Learning with Random Forests and Gaussian Processes
Abhi Datta, Johns Hopkins University; Arkajyoti Saha, University of Washington; Sumanta Basu, Cornell University
2:55 PM A Bayesian Change Point Model to Identify Local Temperature Changes Related to Urbanization
Candace Berrett, Brigham Young University; Brianne Gurney, Instat Clinical Research; David Arthur, Purdue University; Gustavious P Williams, Brigham Young University
3:20 PM Discussant: Karthik Bharath, University of Nottingham
3:40 PM Floor Discussion