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

• Κύριος συγγραφέας: Farebrother, Richard William (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Σειρά: SpringerBriefs in Statistics,
• Θέματα: Statistics.; Matrix theory.; Algebra.; Geometry.; Mathematics.; History.; Mechanics.; Statistical Theory and Methods.; Linear and Multilinear Algebras, Matrix Theory.; History of Mathematical Sciences.
• Φυσική περιγραφή: VI, 58 p. online resource.
• ISBN: 9783642363009
• ISSN: 2191-544X

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.