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On variance estimation in nonparametric regression. (English) Zbl 0711.62035
Summary: A simple explicit estimator of variance in nonparametric regression is suggested, based on the mean square of a sequence of residuals. The estimator is valid for general error distributions, has elementary bias and variance properties, and is optimal to both first and second orders.

MSC:
62G07 Density estimation
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