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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
Descripción
Sumario: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.
Descripción Física:1 online resource (vi, 58 pages)
Bibliografía:Includes bibliographical references and author index.
ISBN:9783642363009
3642363008
3642362990
9783642362996
ISSN:2191-544X