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• W2014593944 abstract "In this article, we propose a new test for additivity in nonparametric quantile regression with a high-dimensional predictor. Asymptotic normality of the corresponding test statistic (after appropriate standardization) is established under the null hypothesis, local and fixed alternatives. We also propose a bootstrap procedure which can be used to improve the approximation of the nominal level for moderate sample sizes. The methodology is also illustrated by means of a small simulation study, and a data example is analyzed." @default.
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• W2014593944 date "2014-04-26" @default.
• W2014593944 modified "2023-10-16" @default.
• W2014593944 title "Testing for additivity in nonparametric quantile regression" @default.
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• W2014593944 doi "https://doi.org/10.1007/s10463-014-0461-1" @default.
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