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L1-norm and L[infinity symbol]-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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Farebrother, R. W., 1946-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin ; New York : Springer, ©2013.
Colección:SpringerBriefs in statistics.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Farebrother, R. W.,  |d 1946-  |1 https://id.oclc.org/worldcat/entity/E39PCjqvMTGYpwHm6MBqVyYrRq 
245 1 0 |a L1-norm and L[infinity symbol]-norm estimation :  |b an introduction to the least absolute residuals, the minimax absolute residual and related fitting procedures /  |c Richard William Farebrother. 
260 |a Berlin ;  |a New York :  |b Springer,  |c ©2013. 
300 |a 1 online resource (vi, 58 pages) 
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504 |a Includes bibliographical references and author index. 
505 0 0 |t Introduction --  |t Point Fitting Problems in One and Two Dimensions --  |t The Hyperplane Fitting Problem in Two or More Dimensions --  |t Linear Programming Computations --  |t Statistical Theory --  |t The Least Median of Squared Residuals Procedure --  |t Mechanical Representations. 
520 |a 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. 
588 0 |a Online resource; title from digital title page (viewed June 17, 2014). 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Estimation theory. 
650 0 |a Linear models (Statistics) 
650 0 |a Approximation theory. 
650 6 |a Théorie de l'estimation. 
650 6 |a Théorie de l'approximation. 
650 7 |a MATHEMATICS  |x Probability & Statistics  |x General.  |2 bisacsh 
650 7 |a Estimación estadística  |2 embne 
650 7 |a Modelos lineales (Estadística)  |2 embne 
650 0 7 |a Aproximación, Teoría de  |2 embucm 
650 7 |a Approximation theory  |2 fast 
650 7 |a Estimation theory  |2 fast 
650 7 |a Linear models (Statistics)  |2 fast 
653 4 |a Statistics. 
653 4 |a Matrix theory. 
653 4 |a Geometry. 
653 4 |a Mathematical statistics. 
653 4 |a Statistical Theory and Methods. 
653 4 |a Linear and Multilinear Algebras, Matrix Theory. 
653 4 |a History of Mathematical Sciences. 
653 0 0 |a mechanica 
653 0 0 |a mechanics 
653 0 0 |a wiskunde 
653 0 0 |a mathematics 
653 0 0 |a geschiedenis 
653 0 0 |a history 
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653 0 0 |a statistical analysis 
653 0 0 |a statistiek 
653 0 0 |a lineaire algebra 
653 0 0 |a linear algebra 
653 0 0 |a matrices 
653 0 0 |a meetkunde 
653 1 0 |a Statistics (General) 
653 1 0 |a Statistiek (algemeen) 
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830 0 |a SpringerBriefs in statistics. 
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