National Science Library of Georgia

Quantile regression / (Record no. 516582)

MARC details
000 -LEADER
fixed length control field 02588nam a22003738i 4500
001 - CONTROL NUMBER
control field CR9780511754098
003 - CONTROL NUMBER IDENTIFIER
control field UkCbUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200124160219.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field m|||||o||d||||||||
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr||||||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100422s2005||||enk o ||1 0|eng|d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780511754098 (ebook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9780521845731 (hardback)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9780521608275 (paperback)
040 ## - CATALOGING SOURCE
Original cataloging agency UkCbUP
Language of cataloging eng
Description conventions rda
Transcribing agency UkCbUP
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA278.2
Item number .K64 2005
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5/36
Edition number 22
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Koenker, Roger,
Dates associated with a name 1947-
Relator term author.
245 10 - TITLE STATEMENT
Title Quantile regression /
Statement of responsibility, etc Roger Koenker.
264 #1 - Production, Publication, Distribution, Manufacture, and Copyright Notice (R)
Place of production, publication, distribution, manufacture (R) Cambridge :
Name of producer, publisher, distributor, manufacturer (R) Cambridge University Press,
Date of production, publication, distribution, manufacture, or copyright notice 2005.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xv, 349 pages) :
Other physical details digital, PDF file(s).
336 ## - Content Type (R)
Content type term (R) text
Content type code (R) txt
Source (NR) rdacontent
337 ## - Media Type (R)
Media type term (R) computer
Media type code (R) c
Source (NR) rdamedia
338 ## - Carrier Type (R)
Carrier type term (R) online resource
Carrier type code (R) cr
Source (NR) rdacarrier
490 1# - SERIES STATEMENT
სერიის ცნობა Econometric Society monographs ;
Volume number/sequential designation 38
500 ## - GENERAL NOTE
General note Title from publisher's bibliographic system (viewed on 05 Oct 2015).
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 1. Introduction -- 2. Student Course Evaluations and Class Size -- 3. Inference for Quantile Regression -- 4. Asymptotic Theory of Quantile Regression -- 5. L-Statistics and Weighted Quantile Regression -- 6. Computational Aspects of Quantile Regression -- 7. Nonparametric Quantile Regression -- 8. Twilight Zone of Quantile Regression -- 9. Conclusion -- A. Quantile Regression in R : A Vignette -- B. Asymptotic Critical Values -- References -- Name Index -- Subject Index.
520 ## - SUMMARY, ETC.
Summary, etc 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.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Regression analysis.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical statistics.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
International Standard Book Number 9780521845731
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Econometric Society monographs ;
Volume number/sequential designation 38.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1017/CBO9780511754098">https://doi.org/10.1017/CBO9780511754098</a>

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