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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

Autore: R W Farebrother
Editore: Berlin ; New York : Springer, ©2013.
Serie: SpringerBriefs in statistics.
Edizione/Formato:   eBook : Document : EnglishVedi tutte le edizioni e i formati
Banca dati:WorldCat
Sommario:
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  Per saperne di più…
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Dettagli

Genere/forma: Electronic books
Tipo materiale: Document, Risorsa internet
Tipo documento: Internet Resource, Computer File
Tutti gli autori / Collaboratori: R W Farebrother
ISBN: 9783642363009 3642363008 3642362990 9783642362996
Numero OCLC: 839442346
Descrizione: 1 online resource (vi, 58 pages).
Contenuti: 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.
Titolo della serie: SpringerBriefs in statistics.
Responsabilità: Richard William Farebrother.
Maggiori informazioni:

Abstract:

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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