Economic Applications of Quantile Regression
Quantile regression has emerged as an essential statistical tool of contemporary empirical economics and biostatistics. Complementing classical least squares regression methods which are designed to estimate conditional mean models, quantile regression pr
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Aman Ullah (Ed.) Semi parametric and Nonparametric Econometrics 1989. ISBN 3-7908-0418-5
Jean-Marie Dufour and Baldev Raj (Eds.) New Developments in Time Series Econometrics 1994. ISBN 3-7908-0766-4
Walter Kramer (Ed.) Econometrics of Structural Change 1989. ISBN 3-7908-0432-0
John D. Hey (Ed.) Experimental Economics 1994. ISBN 3-7908-0810-5
Wolfgang Franz (Ed.) Hysteresis Effects in Economic Models 1990. ISBN 3-7908-0482-7
Arno Riedl, Georg Winckler and Andreas Wtirgtitter (Eds.) Macroeconomic Policy Games 1995. ISBN 3-7908-0857-1
John Piggott and John Whalley (Eds.) Applied General Equilibrium 1991. ISBN 3-7908-0530-0 Baldev Raj and Badi H. Baltagi (Eds.) Panel Data Analysis 1992. ISBN 3-7908-0593-9 Josef Christl The UnemploymentlVacancy Curve 1992. ISBN 3-7908-0625-0 Jiirgen Kaehler and Peter Kugler (Eds.) Econometric Analysis of Financial Markets 1994. ISBN 3-7908-0740-0 Klaus F. Zimmermann (Ed.) Output and Employment Fluctuations 1994. ISBN 3-7908-0754-0
Thomas Uri and Andreas Wtirgtitter (Eds.) Econometrics of Short and Unreliable Time Series 1995. ISBN 3-7908-0879-2 Steven Durlauf, John F. Helliwell and Baldev Ray (Eds.) Long-Run Economic Growth 1996. ISBN 3-7908-0959-4 Daniel J. Slottje and Baldev Raj Income Inequality, Poverty, and Economic Welfare 1998. ISBN 3-7908-1136-X Robin Boadway and Baldev Raj (Eds.) Advances in Public Economics 2000. ISBN 3-7908-1283-8
Bernd Fitzenberger ยท Roger Koenker Jose A. F. Machado (Eds.)
Economic Applications of Quantile Regression With 74 Figures and 51 Tables
Springer-Verlag Berlin Heidelberg GmbH
Editorial Board Badi H. Baltagi, Texas A & M University, College Station, Texas, USA Robert M. Kunst, Institute for Advanced Studies, Vienna, Austria Winfried Pohlmeier, University of Konstanz, Germany Baldev Raj, Wilfrid Laurier University, Waterloo, Canada Editors Prof. Bernd Fitzenberger, Ph.D. University of Mannheim Department of Economics 68131 Mannheim, Germany [email protected] Prof. Roger Koenker, Ph.D. University of Illinois Department of Economics Champaign, IL 61820, USA [email protected] Prof. Jose A. F. Machado, Ph. D. Universidade Nova de Lisboa Faculdade de Economiay Tr. Estevao Pinto - Campolide 1099-032 Lisboa, Portugal First published in "Empirical Economics", Volume 26, Issue 1, 200 1
ISBN 978-3-7908-2502-2 Library of Congress Cataloging-in-Publication Data Die Deutsche Bibliothek - CIP-Einheitsaufnahme Economic Applications of Quantile Regression / Bernd Fitzenberger '" (Ed.). (Studies in Empirical Economics) ISBN 978-3-7908-2502-2 ISBN 978-3-662-11592-3 (eBook) DOI 10.1007/978-3-662-11592-3 This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilm or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, i