L1-norm and L[infinity symbol]-norm estimation : an introduction to the least absolute residuals, the minimax absolute residual and related fitting procedures /

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Bibliographic Details
Author / Creator:	Farebrother, R. W., 1946-
Imprint:	Berlin ; New York : Springer, c2013.
Description:	1 online resource.
Language:	English
Series:	SpringerBriefs in statistics, 2191-544X SpringerBriefs in Statistics.
Subject:	Estimation theory. Linear models (Statistics) Approximation theory. Approximation theory. Estimation theory. Linear models (Statistics) Electronic books.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/9850566

Hidden Bibliographic Details
ISBN:	9783642363009 (electronic bk.) 3642363008 (electronic bk.) 9783642362996
Notes:	Includes bibliographical references and author index.
Summary:	This monograph is concerned with the fitting of linear relationships in the context of the linear statistical model. As alternatives to the familiar least squared residuals procedure, it investigates the relationships between the least absolute residuals, the minimax absolute residual and the least median of squared residuals procedures. It is intended for graduate students and research workers in statistics with some command of matrix analysis and linear programming techniques.

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