Bayesian Modeling of Spatial and Spatiotemporal Data

Mon, Aug 5, 2:00 PM - 3:50 PM

Renato BerlinghieriChair

Section on Bayesian Statistical Science

7 Presentations

A comparative analysis of WinBUGS and Stan for space-time modeling

2:05 PM - 2:20 PM

Pramoda Jayasinghe

Co-authors: Ying MacNab (University of British Columbia)

A generative modeling approach for representative wildland fire fuels

2:20 PM - 2:35 PM

James Gattiker (Los Alamos National Laboratory)

Co-authors: Grant Hutchings, Braden Scherting (Duke University, Dept of Statistical Sciences)

Bayesian Analysis of Spatial Binary Data with Measurement Error

2:35 PM - 2:50 PM

Joon Jin Song (Baylor University)

Co-authors: Yuhan Ma, Kyuhee Shin (Center for Atmospheric REmote Sensing (CARE), Department of Atmospheric Sciences, Kyungpook National), GyuWon Lee (Center for Atmospheric REmote Sensing (CARE), Department of Atmospheric Sciences, Kyungpook National)

Dynamic Multiscale Spatio-Temporal Models for Heteroscedastic Multivariate Gaussian Data

2:50 PM - 3:05 PM

Mohamed Elkhouly (Cleveland State University)

Co-authors: Marco Ferreira (Virginia Tech)

Restricted Multivariate CAR Model for Reliable Rate Estimates in Small Areas

3:05 PM - 3:20 PM

Jihyeon Kwon

Co-authors: Harrison Quick

Space-Time Bayesian Modeling of Virtual Reality Behavioral Data

3:20 PM - 3:35 PM

Wenxin Du (The Ohio State University)

Co-authors: Hsi-Yuan Chu (Cincinnati Children's Hospital Medical Center), Shadrick Addy (Department of Design, The Ohio State University), Deborah Kunkel (Clemson University), Mario Peruggia (The Ohio State University)

Spatio-Temporal Modeling at Scale with Dynamic Generalized Linear Models

3:35 PM - 3:50 PM

Pranay Pherwani (STR)

Co-authors: Anna Yanchenko (STR), Nicholas Hass (STR)