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Quantile Regression

Language EnglishEnglish
Book Hardback
Book Quantile Regression Roger Koenker
Libristo code: 02046713
Publishers Cambridge University Press, May 2005
Quantile regression is gradually emerging as a unified statistical methodology for estimating models... Full description
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Quantile regression is gradually emerging as a unified statistical methodology for estimating models of conditional quantile functions. By complementing the exclusive focus of classical least squares regression on the conditional mean, quantile regression offers a systematic strategy for examining how covariates influence the location, scale and shape of the entire response distribution. This monograph is the first comprehensive treatment of the subject, encompassing models that are linear and nonlinear, parametric and nonparametric. The author has devoted more than 25 years of research to this topic. The methods in the analysis are illustrated with a variety of applications from economics, biology, ecology and finance. The treatment will find its core audiences in econometrics, statistics, and applied mathematics in addition to the disciplines cited above.

About the book

Full name Quantile Regression
Author Roger Koenker
Language English
Binding Book - Hardback
Date of issue 2005
Number of pages 368
EAN 9780521845731
ISBN 0521845734
Libristo code 02046713
Weight 610
Dimensions 158 x 235 x 28
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