Estimating the Shannon Entropy Using the Pitman--Yor Process

Takato Hashino, Koji Tsukuda

The Shannon entropy is a fundamental measure for quantifying diversity and model complexity in fields such as information theory, ecology, and genetics. However, many existing stud…