Abstract #302305

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JSM 2003 Abstract #302305
Activity Number: 295
Type: Contributed
Date/Time: Tuesday, August 5, 2003 : 2:00 PM to 3:50 PM
Sponsor: Section on Nonparametric Statistics
Abstract - #302305
Title: Quantile Regression with Errors in Variables
Author(s): Eric Matzner-Lober*+
Companies: ENSAI
Address: Mas Baudran, St Martin De Londres, , , France
Keywords: errors-in-variable ; quantile regression ; nonparametric
Abstract:

We have two variables, an explanatory one X and a response one Y linked by a classical relation which we want to estimate. However, the explanatory variable is measured with errors. We estimate the conditional quantile function of the response variable Y knowing the explanatory variable X when X is measured with errors. We will present asymptotic results for our estimator. Some simulations will show that our estimator is tractable and perform relatively well in practice.

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