1 option
L1-norm and L[infinity symbol]-norm estimation an introduction to the least absolute residuals, the minimax absolute residual and related fitting procedures Richard William Farebrother
Springer Nature - Springer Mathematics and Statistics (R0) eBooks 2013 English International Available online
View online- Format:
- Book
- Author/Creator:
- Farebrother, R. W., 1946-
- Series:
- SpringerBriefs in statistics
- SpringerBriefs in statistics 2191-544X
- Language:
- English
- Subjects (All):
- Estimation theory.
- Linear models (Statistics).
- Approximation theory.
- Physical Description:
- 1 online resource
- Place of Publication:
- Berlin New York Springer ©2013
- System Details:
- text file
- Summary:
- 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
- Contents:
- 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
- Notes:
- Includes bibliographical references and author index
- Online resource; title from digital title page (viewed June 17, 2014)
- Other Format:
- Printed edition:
- ISBN:
- 9783642363009
- 3642363008
- 3642362990
- 9783642362996
- OCLC:
- 839442346
- Access Restriction:
- Restricted for use by site license
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.