The conditional breakdown properties of least absolute value local polynomial estimators
نویسندگان
چکیده
منابع مشابه
The Conditional Breakdown Properties of Least Absolute Value Local Polynomial Estimators
Nonparametric regression techniques provide an effective way of identifying and examining structure in regression data. The standard approaches to nonparametric regression, such as local polynomial and smoothing spline estimators, are sensitive to unusual observations, and alternatives designed to be resistant to such observations have been proposed as a solution. Unfortunately, there has been ...
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Nonparametric regression techniques provide an e ective way of identifying and examining structure in regression data The standard approaches to nonparametric regression such as local polynomial and smoothing spline estimators are sensitive to unusual observations and alternatives designed to be resistant to such observations have been proposed as a solution Unfortunately there has been little ...
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Uniform bias study and Bahadur representation for local polynomial estimators of the conditional quantile function
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This article provides a review of research involving least absolute value (LAV) regression. The review is concentrated primarily on research publisbed since Ihe sur\'ey article by Dielman (Dielman, T. E. (1984). lx"a.sl absolute value estimation in regression mtxlels; An annotated bibliography. Communications ill Statistics Theory and Methoih. 4. 513-541.) and includes articles on LAV estimatio...
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ژورنال
عنوان ژورنال: Journal of Nonparametric Statistics
سال: 2005
ISSN: 1048-5252,1029-0311
DOI: 10.1080/1048525042000201975