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458 * ! Wed, 8/10/2022, 2:00 PM - 3:50 PM CC-202A
Bayesian Methods in Spatial Statistics — Invited Papers
WNAR, International Society for Bayesian Analysis (ISBA), JABES-Journal of Agricultural, Biological, and Environmental Statistics
Organizer(s): Weining Shen, University of California, Irvine
Chair(s): Weining Shen, University of California, Irvine
Bayesian Data Sketching for Large Spatial Data
Rajarshi Guhaniyogi, Texas A & M University; Sudipto Banerjee, UCLA; Laura Baracaldo, UC Santa Cruz
2:05 PM Spatial Confounding and Restricted Spatial Regression Methods
Kate Calder, University of Texas at Austin; Kori Khan, Iowa State University
2:25 PM Bayesian Nonparametric Learning for Spatial Point Process
Guanyu Hu, University of Missouri
3:05 PM Nonparametric Bayesian Inference for Spatial Point Patterns Over Irregular Domains
Athanasios Kottas, University of California, Santa Cruz; Chunyi Zhao, University of California, Santa Cruz
3:25 PM Can Deep Neural Networks Replace Gaussian Processes?
Matthew Heaton, BYU; Skyler D. Gray, BYU
3:45 PM Floor Discussion