2 citations · 3 across the 2 of their papers we have counts for
3 papers
stat.AP2022★ 1 cited
Spatial predictions on physically constrained domains: Applications to Arctic sea salinity data
Bora Jin, Amy H. Herring, David Dunson
In this paper we predict sea surface salinity (SSS) in the Arctic Ocean based on satellite measurements. SSS is a crucial indicator for ongoing changes in the Arctic Ocean and can…
stat.ME2021★ 2 cited
Bag of DAGs: Inferring Directional Dependence in Spatiotemporal Processes
Bora Jin, Michele Peruzzi, David Dunson
We propose a class of nonstationary processes to characterize space- and time-varying directional associations in point-referenced data. We are motivated by spatiotemporal modeling…
stat.AP2020
Bayesian Matrix Completion for Hypothesis Testing
Bora Jin, David B. Dunson, Julia E. Rager +3
We aim to infer bioactivity of each chemical by assay endpoint combination, addressing sparsity of toxicology data. We propose a Bayesian hierarchical framework which borrows infor…