By using the kernel-type density estimation in the case of NA samples,the empirical Bayes one-sided test rules for the parameter of Modified Weibull distribution are constructed under linear loss function , and the asymptotically optimal property is obtained . It is shown that the convergence rates of the proposed EB test rules can arbitrarily close to under suitable conditions .