A dimension reduction approach to edge weight estimation for use in spatial models

Michael F. Christensen, Jo Eidsvik

Models for areal data are traditionally defined using the neighborhood structure of the regions on which data are observed. The unweighted adjacency matrix of a graph is commonly u…