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Pareto-Optimality in Linear Regression

Pareto-optimality in linear regression
descriptionPublicationkeyboard_double_arrow_right Article 01 Feb 1995 Spain English Publisher:Elsevier BVJournal:Journal of Mathematical Analysis and Applications, volume 190, pages 129-141 (issn: 0022-247X, Copyright policy )
Authors: Carrizosa Priego, Emilio José; Conde Sánchez, Eduardo; Fernández, F. R.; Muñoz, M.; Puerto Albandoz, Justo;

doi: 10.1006/jmaa.1995.1067

handle: 11441/107039

Pareto-Optimality in Linear Regression

Abstract

In this paper the linear regression problem is studied in the context of vector optimization theory. The set of Pareto-optimal solutions is represented as the set of optimal solutions to certain optimization problems, and is geometrically characterized as a finite union of bounded polyhedra.

Country
Spain
Related Organizations
Keywords

Pareto-optimal solutions, vector optimization, Applications of mathematical programming, Linear regression; mixed models, convex sets, Linear programming, Applied Mathematics, Analysis

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
6
Average
Top 10%
Average
Green
hybrid