Collinearity: a review of methods to deal with it and a simulation study evaluating their performance
Work
Year: 2012
Type: review
Abstract: Collinearity refers to the non independence of predictor variables, usually in a regression‐type analysis. It is a common feature of any descriptive ecological data set and can be a problem for parame... more
Source: Ecography
Institutions Helmholtz Centre for Environmental Research, University of Freiburg, Botho University, University of Fribourg, University of Potsdam +11 more
Cites: 104
Cited by: 8,235
Related to: 10
FWCI: 27.1
Citation percentile (by year/subfield): 98.7
Subfield: Nature and Landscape Conservation
Field: Environmental Science
Domain: Physical Sciences
Sustainable Development Goal Life on land
Open Access status: bronze