Abstract: Through the recursive kernel estimation and the monotone,the empirical Bayes test rules are constructed for parameters of a class of Lindley model.The order of the convergence rates can be arbitrartily close to O(n^－1) under suitable conditions.

Key words: Lindley distribution family, recursive kernel estimation, Bayes test, empirical Bayes test, convergence rate