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Empirical likelihood estimators for the error distribution in nonparametric regression models

✍ Scribed by S. Kiwitt; E. -R. Nagel; N. Neumeyer

Book ID
111503707
Publisher
Allerton Press Inc
Year
2008
Tongue
English
Weight
822 KB
Volume
17
Category
Article
ISSN
1066-5307

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This paper considers the problem of estimating the error density and distribution function in nonparametric regression models. Su cient conditions are given under which the histogram error density estimator based on nonparametric residuals is uniformly weakly and strongly consistent, and L 1 -consis