- 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
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Generalized k-nearest neighbor entropy estimation
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