Targeted Estimation of L2 Distance Between Densities and its Application to Geo-spatial Data

George Shan, Mark J. van der Laan

We examine the integrated squared difference, also known as the L2 distance (L2D), between two probability densities. Such a distance metric allows for comparison of differences be…