Entropy estimation

Entropy estimation is a statistical method used to estimate the entropy of a probability distribution based on a sample of data. Entropy, in the context of information theory, is a measure of the uncertainty or randomness in a probability distribution. Specifically, it quantifies the expected amount of information produced by a stochastic source of data.