Integral representations and asymptotic expansions for Shannon and Renyi entropies Original Research Article

We derive integral representations for the Shannon and Renyi entropies associated with some simple probability distributions. These include the Poisson, binomial, and negative binomial distributions. Then we obtain full asymptotic expansions for the entropies.