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Nonparametric Quantile Regression with Censored Data

Dorota M. Dabrowska
Sankhyā: The Indian Journal of Statistics, Series A (1961-2002)
Vol. 54, No. 2 (Jun., 1992), pp. 252-259
Published by: Springer on behalf of the Indian Statistical Institute
Stable URL: http://www.jstor.org/stable/25050878
Page Count: 8
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Nonparametric Quantile Regression with Censored Data
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Abstract

We consider a class of nonparametric regression estimates introduced by Beran (1981) to estimate quantiles of the conditional distribution functions in the presence of right censoring. Usinge xponential bounds for the oscillation modulus of multivariate empirical processes developed by Stute (1984a), we obtain a Bahadur type representation of kernel type quantile regression estimates.

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