Bounds for the Maximum Likelihood Estimates in Two-Parameter Gamma Distribution

Bounds for the maximum likelihood estimator (MLE) of the shape parameter of the two-parameter gamma distribution are obtained for the first time. These bounds are then utilized to develop an efficient algorithm for obtaining the MLE of the shape parameter which is guaranteed to converge.