Collective Spectral Density Estimation and Clustering for Spatially-Correlated Data

Tianbo Chen, Ying Sun, Mehdi Maadooliat

In this paper, we develop a method for estimating and clustering two-dimensional spectral density functions (2D-SDFs) for spatial data from multiple subregions. We use a common set…