I have two arrays of 2D points and I need to estimate their correlation. What formula should I use?
Example of arrays:
The Pyramid Match Kernel is a flexible technique for estimating a normalized correspondence strength between multidimensional point sets. It is analogous to R2 in many ways (symmetric, values in [0,1]), and could suit your purposes.