Quantile Regression by Roger Koenker
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Quantile Regression
By Roger Koenker

Quantile Regression

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Format: Paperback

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Quantile Regression by Roger Koenker

Book Description

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.

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Book Details

ISBN: 9780521608275
ISBN-10: 0521608279
Format: Paperback
(228mm x 152mm x 21mm)
Pages: 366
Imprint: Cambridge University Press
Publisher: Cambridge University Press
Publish Date: 9-May-2005
Country of Publication: United Kingdom

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Books By Author Roger Koenker

Quantile Regression by Roger Koenker Quantile Regression, Hardback (May 2005)

A comprehensive treatment of the subject, encompassing models that are linear and nonlinear, parametric and nonparametric.

» View all books by Roger Koenker

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Author Biography - Roger Koenker

Roger Koenker is McKinley Professor of Economics and Professor of Statistics at the University of Illinois at Urbana-Champaign. From 1976 to 1983 he was a member of the technical staff at Bell Laboratories. He has held visiting positions at The University of Pennsylvania, Charles University, Prague, Nuffield College, Oxford, University College London and Australian National University. He is a Fellow of the Econometric Society.

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