Hellinger distance

Summary

The Hellinger distance is a distance between two probability distributions. It compares the square roots of their densities in the $L^2$ sense. It takes values in $[0, 1]$ and behaves well under independent products. It is a standard tool in asymptotic statistics, for example for rates of convergence of estimators and in testing.