Research Center for Bayesian Applications, Inc., Largo, FL, USA, New Approximate Bayesian Confidence Intervals for the Shape and the Scale Parameters of the Two Parameter Gamma Distribution, Estimation; Loss function; Confidence interval; Central limit theorem; Statistical analysis.