随机数据缺失条件分位数估计的强一致性

IF 0.3 Q4 MULTIDISCIPLINARY SCIENCES

Journal of Science and Arts Pub Date : 2022-12-22 DOI:10.46939/j.sci.arts-22.4-a03

Assia Bourouba, Nesrine Hamidi, B. Mechab, Ouahiba Litimein

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引用次数: 0

摘要

在函数解释变量条件下随机缺失响应的情况下，本研究使用核方法研究了条件分位数的非参数估计。在α-混合假设和小球的性质下，我们建立了该估计量的一致几乎完全收敛(带速率)。

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STRONG CONSISTENCY RATE OF THE CONDITIONAL QUANTILE ESTIMATOR WITH DATA MISSING AT RANDOM

In the case of response missing at random conditioned by a functional explanatory variable, this research investigates non parametric estimate of the conditional quantile using the kernel approach. Under an α-mixing assumption and properties of the small ball, we establish the uniform almost complete convergence (with rate) of the proposed estimator.

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来源期刊

Journal of Science and Arts MULTIDISCIPLINARY SCIENCES-

自引率

25.00%

发文量