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Item Details
Title: QUANTILE REGRESSION
By: Roger Koenker
Format: Hardback

List price: £95.00
Our price: £83.13
Discount:
12.5% off
You save: £11.87
ISBN 10: 0521845734
ISBN 13: 9780521845731
Availability: Usually dispatched within 1-3 weeks.
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Publisher: CAMBRIDGE UNIVERSITY PRESS
Pub. date: 5 May, 2005
Series: Econometric Society Monographs No. 38
Pages: 368
Description: A comprehensive treatment of the subject, encompassing models that are linear and nonlinear, parametric and nonparametric.
Synopsis: 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.
Illustrations: 63 b/w illus. 13 tables 20 exercises
Publication: UK
Imprint: Cambridge University Press
Returns: Returnable
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