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In this work, we mainly investigate the consistency and strong convergence rate for the nearest neighbor density estimator based on-mixing random samples. The weak consistency, complete consistency, the rates of complete consistency and strong consistency for the nearest neighbor estimator of density function based on-mixing random samples are established. The results obtained in the article extend some corresponding ones for independent samples.

The consistency and convergence rate for the nearest neighbor density estimator based on -mixing random samples