Generalized estimating equations and generalized linear mixed-effects models for modelling resource selection

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Subfields: Ecology

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A protocol for data exploration to avoid common statistical problems (2010, methodology): “…practices (Roberts, Stewart & Pullin 2006; Pullin & Knight 2009), and applied ecologists have become increasingly sophisticated in the statistical methods that they use (e.g. Ellison 2004; Stephens et al. 2005; Robinson & Hamann 2008; Koper & Manseau 2009; Law et al. 2009; Sonderegger et al. 2009).”
Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure (2017, background): “3; but see Wiens et al. 2008, Koper and Manseau 2009, Coe et al. 2011).”
Reactive responses of zebras to lion encounters shape their predator–prey space game at large scale (2016, methodology): “recommendations of Koper and Manseau (2009), we used GLMM with robust empirical 4 standard errors that are robust to both among- and within- individual correlations and that 5 provide robust estimates of significance.”