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Bruno Lafourcade
Researcher at Helmholtz Centre for Environmental Research - UFZ
Publications - 1
Citations - 6199
Bruno Lafourcade is an academic researcher from Helmholtz Centre for Environmental Research - UFZ. The author has contributed to research in topics: Collinearity. The author has an hindex of 1, co-authored 1 publications receiving 4522 citations.
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Collinearity: a review of methods to deal with it and a simulation study evaluating their performance
Carsten F. Dormann,Jane Elith,Sven Bacher,Carsten M. Buchmann,Gudrun Carl,Gabriel Carré,Jaime Ricardo García Márquez,Bernd Gruber,Bruno Lafourcade,Pedro J. Leitão,Tamara Münkemüller,Colin J. McClean,Patrick E. Osborne,Björn Reineking,Boris Schröder,Andrew K. Skidmore,Damaris Zurell,Sven Lautenbach +17 more
TL;DR: It was found that methods specifically designed for collinearity, such as latent variable methods and tree based models, did not outperform the traditional GLM and threshold-based pre-selection and the value of GLM in combination with penalised methods and thresholds when omitted variables are considered in the final interpretation.