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…