 A measure of spatial dispersion that is not based on the covariance matrix is the average distance between nearest neighbors.A homogeneous set of points in the plane is a set that is distributed such that approximately the same number of points occurs in any circular region of a given area.A set of points that lacks homogeneity may be "spatially clustered" at a certain spatial scale.