The maximum likelihood estimators of the parameters of the gamma distribution are always positively biased
Mark Berman · Communication in Statistics- Theory and Methods · 1981
Several authors have conjectured, on the basis of their numerical work, that the maximum likelihood estimators of the shape and scale parameters of the Gamma distribution are positively biased. It is proved that their conjecture is always true.