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Generalized linear and generalized additive models in studies of species distributions: setting the scene

Ecological Modelling · 2002 · Vol. 157(2-3) · pp. 89–100
Antoine GuisanThomas C. EdwardsTrevor Hastie
Ecology and Vegetation Dynamics StudiesSpecies Distribution and Climate ChangePlant and animal studiesGeneralized linear modelGeneralized additive modelModel selectionIdentification (biology)Computer scienceStatistical modelHierarchical generalized linear modelEcologySelection (genetic algorithm)Linear model

Funding

  • Akademie der Naturwissenschaften
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References
Applied logistic regression
Choice Reviews Online · 1990 · 35,647 citations
An Autologistic Model for the Spatial Distribution of Wildlife
Journal of Applied Ecology · 1996 · 659 citations
Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach
Journal of Wildlife Management · 2003 · 42,134 citations
Assessing habitat-suitability models with a virtual species
Ecological Modelling · 2001 · 515 citations
Energy and Large-Scale Patterns of Animal- and Plant-Species Richness
The American Naturalist · 1991 · 1,761 citations
Model Selection and Inference: A Practical Information-Theoretic Approach
Journal of the American Statistical Association · 2000 · 4,222 citations
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