Least trimmed squares regression, least median squares regression, and mathematical programming

Avi Giloni; Manfred Padberg

doi:10.1016/s0895-7177(02)00069-9

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Least trimmed squares regression, least median squares regression, and mathematical programming

Avi Giloni Manfred Padberg

Year: 2002 Journal: Mathematical and Computer Modelling Vol: 35 (9-10)Pages: 1043-1060 Publisher: Pergamon Press

DOI: 10.1016/s0895-7177(02)00069-9

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Keywords:

Robust regression Mathematics Mathematical optimization Polynomial regression Regression analysis Regression Least trimmed squares Least-squares function approximation Linear regression Local regression Linear programming Optimization problem Total least squares Nonlinear regression Proper linear model Minification Estimator Statistics

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Advanced Statistical Methods and Models

Physical Sciences → Mathematics → Statistics and Probability

Advanced Optimization Algorithms Research

Physical Sciences → Mathematics → Numerical Analysis

Sparse and Compressive Sensing Techniques

Physical Sciences → Engineering → Computational Mechanics

Least trimmed squares regression, least median squares regression, and mathematical programming

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