Iterative estimation of L1 regression parameters

Iterative estimation of L1 regression parameters

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Article ID: iaor20002548
Country: Brazil
Volume: 18
Issue: 2
Start Page Number: 173
End Page Number: 183
Publication Date: Dec 1998
Journal: Pesquisa Operacional
Authors:
Keywords: l1-norm
Abstract:

The L1 estimator of the regression coefficients does not summarize the observations as the least square estimator does. We propose here a rule of choice of a small set of observations to represent the previous L1 estimator in an updating algorithm analogous to that of recursive least squares.

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