Entropy estimates of small data sets

Estimating entropies from limited data series is known to be a non- trivial task. Naive estimations are plagued with both systematic ( bias) and statistical errors. Here, we present a new 'balanced estimator' for entropy functionals ( Shannon, Renyi and Tsallis) specially devised to provide a compromise between low bias and small statisti...更多