Honest Confidence Bands for Isotonic Quantile Curves

06/27/2022

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by   Lutz Duembgen, et al.

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We provide confidence bands for isotonic quantile curves in nonparametric univariate regression with guaranteed given coverage probability. The method is an adaptation of the confidence bands of Duembgen and Johns (2004) for isotonic median curves.