International Journal Open Access

Collinearity: a review of methods to deal with it and a simulation study evaluating their performance

Authors

Carsten F. Dormann, Jane Elith, Sven Bacher, Carsten M. Buchmann, Gudrun Carl, Gabriel Carré, Jaime R. García Marquéz, Bernd Gruber, Bruno Lafourcade, Pedro J. Leitão

Journal

Ecography

Year Published

2012

Publisher

Wiley

Citations

10880 citations

Type

Article

Language

EN

Topics & Concepts

Collinearity (0.98) Statistics (0.60) Feature selection (0.50) Computer science (0.50) Bivariate analysis (0.47)

Abstract

Collinearity: a review of methods to deal with it and a simulation study evaluating their performance - Full text available via OpenAlex

Author Details

Carsten F. Dormann

ORCID

Jane Elith

ORCID

Sven Bacher

ORCID

Carsten M. Buchmann

ORCID

Gudrun Carl

Gabriel Carré

Jaime R. García Marquéz

Bernd Gruber

ORCID

Bruno Lafourcade

Pedro J. Leitão

ORCID
... and 8 more authors

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