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Entropy estimates of small data sets
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, no. 20 (2008)
摘要
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
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