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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

Autor R W Farebrother
Vydavatel: Berlin ; New York : Springer, ©2013.
Edice: SpringerBriefs in statistics.
Vydání/formát:   e-kniha : Document : EnglishZobrazit všechny vydání a formáty
Databáze:WorldCat
Shrnutí:
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  Přečíst více...
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Detaily

Žánr/forma: Electronic books
Typ materiálu: Document, Internetový zdroj
Typ dokumentu: Internet Resource, Computer File
Všichni autoři/tvůrci: R W Farebrother
ISBN: 9783642363009 3642363008
OCLC číslo: 839442346
Popis: 1 online resource (vi, 58 pages)
Obsahy: 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.
Název edice: SpringerBriefs in statistics.
Odpovědnost: Richard William Farebrother.
Více informací:

Anotace:

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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