Article ID Journal Published Year Pages File Type
1151546 Statistics & Probability Letters 2016 7 Pages PDF
Abstract

We consider nonparametric quantile regression using B-splines and derive local asymptotic properties of the estimator. As a by-product, we establish the convergence rate of the estimator in L∞L∞ norm which seems to be missing in the literature. Simulations are carried out to investigate the coverage of the pointwise confidence interval.

Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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