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Bootstrap approach 1 Bootstrap-Verfahren 1 Estimation theory 1 Nichtparametrisches Verfahren 1 Nonparametric statistics 1 Regression analysis 1 Regressionsanalyse 1 Schätztheorie 1
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Book / Working Paper 1
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English 1
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Härdle, Wolfgang 1 Ritov, Ya'acov 1 Song, Song 1
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SFB 649 Discussion Paper 2010-002 1
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ECONIS (ZBW) 1
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Partial Linear Quantile Regression and Bootstrap Confidence Bands
Härdle, Wolfgang - 2017
In this paper uniform confidence bands are constructed for nonparametric quantile estimates of regression functions. The method is based on the bootstrap, where resampling is done from a suitably estimated empirical density function (EDF) for residuals. It is known that the approximation error...
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