On the Kozachenko-Leonenko entropy estimator

Nicolas Fournier, Sylvain Delattre

We study in details the bias and variance of the entropy estimator proposed by Kozachenko and Leonenko for a large class of densities on ${\mathbb{R}}^d$. We then use the work of Bic…