Estimating Functions of Probability Distributions from a Finite Set of Samples, Part 1: Bayes Estimators and the Shannon Entropy

1 code implementation • 8 Mar 1994 • David H. Wolpert, David R. Wolf

We present estimators for entropy and other functions of a discrete probability distribution when the data is a finite sample drawn from that probability distribution.