Let X_l ,... , X_p be p independent random variables, where each X_i has a distribution belonging to one parameter discrete power series dis-tibution. The problem is to simultaneously estimate the unknown parameters under an asymmetric loss. Several new classes of dominating estimators are obtained by solving certain difference inequality.