The asymptotic distribution of the unconditional quantile estimator under dependence

Oberhofer, Walter and Haupt, Harry (2005) The asymptotic distribution of the unconditional quantile estimator under dependence. STATISTICS & PROBABILITY LETTERS, 73 (3). pp. 243-250. ISSN 0167-7152, 1879-2103

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Abstract

This paper studies the asymptotic behaviour of the unconditional quantile estimator for dependent random variables. Our proof is based on results from convex stochastic optimization and a mixing process which is specific to quantile estimation and requires only a small part of the a-algebra generated by the random variable under consideration. The joint asymptotic distribution of several quantiles is given. (c) 2005 Elsevier B.V. All rights reserved.

Item Type: Article
Uncontrolled Keywords: REGRESSION QUANTILES; TIME-SERIES; parametric quantile estimator; mixing; convex stochastic optimization
Subjects: 300 Social sciences > 330 Economics
Divisions: Business, Economics and Information Systems > Institut für Volkswirtschaftslehre und Ökonometrie > Entpflichtete oder im Ruhestand befindliche Professoren > Prof. em. Dr. Walter Oberhofer
Depositing User: Dr. Gernot Deinzer
Date Deposited: 10 May 2021 07:08
Last Modified: 10 May 2021 07:08
URI: https://pred.uni-regensburg.de/id/eprint/35977

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