Abstract
This paper introduced the Bayesian estimation when the loss function is a linear exponential (LINEX) for shape parameters from a generalized power function distribution. A numerical application is used to prove the accuracy of this method by comparing it with other non-Bayesian methods of estimation as the maximum likelihood.