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

Regularization Paths for Generalized Linear Models via Coordinate Descent

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Choice of predictor variables as a source of uncertainty in continental-scale species distribution modelling under climate change

(2011) Nicholas W. Synes et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Evaluation of Logistic Regression Reporting in Current Obstetrics and Gynecology Literature

(2010) Rafael T. Mikolajczyk et al.   OBSTETRICS AND GYNECOLOGY

The art of modelling range-shifting species

(2010) Jane Elith et al.   Methods in Ecology and Evolution

Methods to quantify variable importance: implications for the analysis of noisy ecological data

(2009) Kim Murray et al.   ECOLOGY

Mechanistic niche modelling: combining physiological and spatial data to predict species’ ranges

(2009) Michael Kearney et al.   ECOLOGY LETTERS

Confronting collinearity: comparing methods for disentangling the effects of habitat loss and fragmentation

(2009) Adam C. Smith et al.   LANDSCAPE ECOLOGY

A protocol for data exploration to avoid common statistical problems

(2009) Alain F. Zuur et al.   Methods in Ecology and Evolution

Boosted regression trees, multivariate adaptive regression splines and their two-step combinations with multiple linear regression or partial least squares to predict blood–brain barrier passage: A case study

(2008) E. Deconinck et al.   ANALYTICA CHIMICA ACTA

The coincidence of climatic and species rarity: high risk to small-range species from climate change

(2008) R. Ohlemuller et al.   Biology Letters