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Kernel regression uniform rate estimation for censored data under αα-mixing condition

Abstract

In this paper, we study the behavior of a kernel estimator of the regression function in the right censored model with α\alpha-mixing data . The uniform strong consistency over a real compact set of the estimate is established along with a rate of convergence. Some simulations are carried out to illustrate the behavior of the estimate with different examples for finite sample sizes.

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