Title: L1-Norm and L∞-Norm Estimation
Description: 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.​
Subjects: Mechanics, Matrix Theory Linear and Multilinear Algebras, History of Mathematical Sciences, Statistics, Geometry, Statistical Theory and Methods, Mathematical statistics, Matrix theory, Estimation theory, Linear models (statistics), Approximation theory