L1-Norm and L∞-Norm Estimation An Introduction to the Least Absolute Residuals, the Minimax Absolute Residual and Related Fitting Procedures /

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...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Farebrother, Richard (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edition:1st ed. 2013.
Series:SpringerBriefs in Statistics,
Subjects:
Statistics .
Algebras, Linear.
Geometry.
Mathematics.
History.
Mechanics.
Statistical Theory and Methods.
Linear Algebra.
History of Mathematical Sciences.
Classical Mechanics.
Online Access:Texto Completo
Description
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.
Physical Description:VI, 58 p. online resource.
ISBN:9783642363009
ISSN:2191-5458

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