Alternative methods of linear regression

Alternative methods of linear regression

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Article ID: iaor2004874
Country: Netherlands
Volume: 35
Issue: 3/4
Start Page Number: 361
End Page Number: 374
Publication Date: Jan 2002
Journal: Mathematical and Computer Modelling
Authors: ,
Keywords: programming: linear
Abstract:

This paper is a survey on traditional linear regression techniques using the 𝓁1-, 𝓁2-, and 𝓁∞-norm. We derive the characterization of the respective regression estimates (including optimality and uniqueness criteria), as well as discuss some of their statistical properties.

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