Based on the weighted p,q symmetric loss, the Bayes estimator of k-th order Erlang distribution para-meter is studied. The exact forms of the Bayes estimates of the parameters are given under different prior distributions. Furthermore, hierarchical Bayesian estimation and E-Bayes estimation is gained with Gamma prior distribution, and the rationality of the Bayesian estimation is verified by means of Monte Carlo simulation.