91 citations · 187 across the 22 of their papers we have counts for
3 papers · 1 filter
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…
Bayesian Spatial Change of Support for Count-Valued Survey Data
Jonathan R. Bradley, Christopher K. Wikle, Scott H. Holan
We introduce Bayesian spatial change of support methodology for count-valued survey data with known survey variances. Our proposed methodology is motivated by the American Communit…