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We employ a two-step computational process relating to the Expectation-Maximization algorithm to implement the estimation. The persistence, convergence rate and asymptotic distributions associated with estimators are carefully founded under technical circumstances and we show that the change point estimator is n consistency. The m away from n bootstrap as well as the Louis algorithm are widely used to have the standard errors of the projected change point along wi