Asymptotic Normality of an Entropy Estimator With Exponentially Decaying Bias
Zhiyi Zhang · IEEE Transactions on Information Theory · 2012
This paper establishes the asymptotic normality of an entropy estimator with an exponentially decaying bias on any finite alphabet. Furthermore, it is shown that the nonparametric estimator is asymptotically efficient.