Abstract
Bayes estimates of estimable parameters against Dirichlet prior processes and squared error loss are obtained in one and two sample cases. Under certain conditions on kernels the limits of Bayes estimates have the asymptotic properties similar to the U-statistics. Furthermore some asymptotic properties are examined.