Some methods of bayesian nonparameteric estimation in reliability

摘要

Some methods of the Bayesian nonparameteric estimation is presented in this paper. First of all we deal with constructing the Bayesian nonparameteric estimator based on Dirichlet process which was introduced by Ferguson. We considered the nonparameteric estimation for the uncesoring and censoring observations. We also present the method of the Bayesian nonparameteric estimation for the incomplete data via succesive substitution sampling.