5 citations · 12 across the 3 of their papers we have counts for
3 papers · 1 filter
Multiscale Multi-Type Spatial Bayesian Analysis for High-Dimensional Data with Application to Wildfires and Migration
Shijie Zhou, Jonathan R. Bradley
Wildfires have significantly increased in the United States (U.S.), making certain areas harder to live in. This motivates us to jointly analyze active fires and population changes…
A Comparison of Spatial Predictors when Datasets Could be Very Large
Jonathan R. Bradley, Noel Cressie, Tao Shi
In this article, we review and compare a number of methods of spatial prediction. To demonstrate the breadth of available choices, we consider both traditional and more-recently-in…
Mixed Effects Modeling for Areal Data that Exhibit Multivariate-Spatio-Temporal Dependencies
Jonathan R. Bradley, Scott H. Holan, Christopher K. Wikle
There are many data sources available that report related variables of interest that are also referenced over geographic regions and time; however, there are relatively few general…