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In this paper, empirical Bayes test for a parameter 0 of two-parameter exponential distribution is investigated with replicated past data. Under some condi-tions, the asymptotically optimal property is obtained. It is indicated that the rate of convergence can be very close to O(N-1/2) in this case that a parameter μ is known.