JOURNAL ARTICLE
Examining rounding error in least absolute values regression computations
William J. KennedyJames E. Gentle
Year: 1977 Journal: Communications in Statistics - Simulation and Computation Vol: 6 (4)Pages: 415-420 Publisher: Taylor & Francis
Abstract
Two techniques for detecting inaccuracies in least absolute values (LAV) regression computations are presented and discussed. Examples of the use of the methods are given. The techniques are shown to apply to the more general case of M-estimation.
Keywords:
Rounding Computation Regression Mean absolute error Least absolute deviations Statistics Absolute (philosophy) Mathematics Linear regression Regression analysis Applied mathematics Algorithm Computer science Mean squared error
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6
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0.17
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Citation History
Topics
Control Systems and Identification
Physical Sciences → Engineering → Control and Systems Engineering
Fault Detection and Control Systems
Physical Sciences → Engineering → Control and Systems Engineering
Neural Networks and Applications
Physical Sciences → Computer Science → Artificial Intelligence
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