On Estimating Non-uniform Density Distributions using N Nearest Neighbors

Przemek Wozniak, Andrzej Kruszewski

We consider density estimators based on the nearest neighbors method applied to discrete point distibutions in spaces of arbitrary dimensionality. If the density is constant, the v…