Spatial Statistics: Theory and Methods

Mon, Aug 5, 10:30 AM - 12:20 PM

Narmadha MohankumarChair

Section on Statistics and the Environment

6 Presentations

Estimation of Space Deformation Using Affine Coupling

10:35 AM - 10:50 AM

Nan-Jung Hsu (National Tsing Hua University)

Co-authors: Lai-Heng Sim (National Tsing Hua University), Wei-Yu Chao (National Tsing Hua University)

Generative multi-fidelity modeling and downscaling via autoregressive Gaussian processes

10:50 AM - 11:05 AM

Alejandro Calle-Saldarriaga (UW Madison)

Co-authors: Paul Wiemann (UW Madison), Matthias Katzfuss (University of Wisconsin–Madison)

Integrating Nugget Correlation in Bivariate Matérn-SPDE Models for Enhanced Oceanic Data Prediction

11:05 AM - 11:20 AM

Xiaotian Jin (King Abdullah University of Science and Technology)

Co-authors: Damilya Saduakhas, David Bolin (King Abdullah University of Science and Technology)

Multi-Dimensional Integral Fractional Ornstein-Uhlenbeck Process Model for Animal Movement

11:20 AM - 11:35 AM

Jose Hermenegildo Ramirez Gonzalez (King Abdullah University of Science and Technology)

Co-authors: Erick Chacon Montalvan (King Abdullah University of Science and Technology), Paula Moraga (King Abdullah University of Science and Technology), Ying Sun (King Abdullah University of Science and Technology)

Multivariate Matérn models - A spectral approach

11:35 AM - 11:50 AM

Andrew Yarger

Co-authors: Stilian Stoev (University of Michigan), Tailen Hsing (University of Michigan)

Variance Estimation of Spectral Statistics for Spatial Processes using Subsampling

11:50 AM - 12:05 PM

Souvick Bera (Colorado School of Mines)

Co-authors: Daniel Nordman (Iowa State University), Soutir Bandyopadhyay (Colorado School of Mines)