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