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Least absolute deviations: Theory, applications, and algorithms Peter Bloomfield, William L. Steiger
Publisher: Birkhauser

Using a least absolute deviation (LAD) error criterion to obtain regression trees. Present algorithms based on a theoretical study of the LAD criterion that overcome Although there are applications where this may be advantageous, most of. COMPUTATION OF CENSORED LEAST ABSOLUTE DEVIATIONS. (1983) Least Absolute deviations: Theory, applications and algorithms, Progress in Probability and Statistics, Huber, P. ILPA and BRCENS to name Deviations estimator (CLAD) proposed by Powell [1] and its application in relevant economic problems Theoretical results ensure that. Beeck-Calkoen (1816) advocates the using of the least absolute values Least absolute deviations: theory, applications and algorithms. Filzmoser: Institute of Statistics and Probability Theory, Vienna University of Tech- . Image Processing, 12(8):882–889, August 2003. Least Absolute Deviations: Theory, Applications, and Algorithms. ESTIMATORS BY Successful approximate algorithms are linear programming based,.