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Catalogue Information
Field name	Details
Dewey Class	519.5
Title	L1-Norm and L∞-Norm Estimation (EB) : An Introduction to the Least Absolute Residuals, the Minimax Absolute Residual and Related Fitting Procedures / by Richard William Farebrother.
Author	Farebrother, Richard William
Other name(s)	SpringerLink (Online service)
Publication	Berlin, Heidelberg : Springer
Publication	, 2013.
Physical Details	VI, 58 p. : online resource.
Series	SpringerBriefs in Statistics 2191-544X
ISBN	9783642363009
Summary Note	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.:
Contents note	Introduction -- Point Fitting Problems in One- and Two-dimensions -- The Hyperplane Fitting Problem in Two or More Dimensions -- Linear Programming Computations -- Statistical Theory -- The Least Median of Squared Residuals Procedure -- Mechanical Representations -- References -- Index of Names. Â .
System details note	Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site	http://dx.doi.org/10.1007/978-3-642-36300-9
Links to Related Works	Subject References: Geometry . History of Mathematical Sciences . Linear and Multilinear Algebras, Matrix Theory . Mathematical Statistics . Matrix theory . Mechanics . Statistical Theory and Methods . Statistics . Authors: Farebrother, Richard William . Corporate Authors: SpringerLink (Online service) . Series: SpringerBriefs in Statistics . Classification: 519.5 .

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

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