Entropy estimation using nearest neighbors References Kozachencko and Leonenko 1987: Proved convergence and consistency of the 1st nearest neighbor estimate Singh, Misra, Hnizdo, Fedorowicz, and Demchuk (2003): Extended this work to the kth nearest neighbor estimate