- 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
Generalized k-nearest neighbor entropy estimation
Generalized k-nearest neighbor entropy estimation