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Estimating Entropy from Small Samples by ibrahim1 is a document available to read on EtoBox.

What is Estimating Entropy from Small Samples about?

1) The document proposes a new method for calculating statistical properties like entropy of unknown probability distributions based on small samples. 2) It guesses the probability distribution based on an optimization process that minimizes the deviation between the guessed distribution and the observed frequency distribution from the sample. 3) Examples show the method accurately reconstructs the entropy and probability distribution of artificial sequences, demonstrating its reliability.

Author

ibrahim1

Language

EN