Format:
Online-Ressource (VI, 58 p, digital)
ISBN:
9783642363009
Series Statement:
SpringerBriefs in Statistics
Content:
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 -- References -- Index of Names. .
Content:
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.
Note:
Includes bibliographical references and index
,
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 -- References -- Index of Names. .
Additional Edition:
ISBN 9783642362996
Additional Edition:
Erscheint auch als Druck-Ausgabe Farebrother, Richard William, 1946 - L1-norm and L∞-norm estimation Heidelberg [u.a.] : Springer, 2013 ISBN 3642362990
Additional Edition:
ISBN 9783642362996
Language:
English
Subjects:
Mathematics
Keywords:
Lineares Modell
;
L1-Norm
;
L-unendlich-Norm
DOI:
10.1007/978-3-642-36300-9
URL:
Volltext
(lizenzpflichtig)
URL:
Volltext
(lizenzpflichtig)
