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Convergence Rate of Estimator forNonparametric Regression Model under ρ-mixing Errors

作者:ttU; Qi; HUANG; Qian; YANG; Wen-zhi; L...convergenceratesequencenonparametricregressionmodel

摘要:In this paper, we investigate the nonparametric regression model based on ρ-mixing errors, which are stochastically dominated by a nonnegative random variable. Weobtain the convergence rate for the weighted estimator of unknown function g(x) in pth-mean, which yields the convergence rate in probability. Moreover, an example of the nearestneighbor estimator is also illustrated and the convergence rates of estimator are presented.

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