Bias of the nonpametric entropy estimator for Markov measures

We consider the problem of the nonparametric entropy (entropy rate) estimation. We investigate the technique of the nonparametric entropy estimation based on so-called “nearest neighbor distances” and obtain a closed-form expression of the bias for Markov measures.
This bias is a discontinuous function of transition probabilities. Bibl. 20 titles.