Abstract: When the insurance company determine the premium of corresponding risks, the target premium will be usually considered. In this article, we derived the credibility estimators under the balanced loss function by means of credibility theory. We also estimated the unknown parameters and got the empirical Bayes credibility estimators. Finally, we simulated the results under the normal case which showed the desired conclusions.