Vector Autoregressive Models with Spatially Structured Coefficients for Time Series on a Spatial Grid

Yuan Yan, Hsin-Cheng Huang, Marc G. Genton

We propose a parsimonious spatiotemporal model for time series data on a spatial grid. Our model is capable of dealing with high-dimensional time series data that may be collected…