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Generalized linear mixed models: a practical guide for ecology and evolution

Trends in Ecology & Evolution · 2009 · Vol. 24(3) · pp. 127–135
Benjamin M. BolkerM. BrooksConnie J. ClarkShane W. GeangeJohn R. PoulsenM. Henry H. StevensJada-Simone S. White
Ecology and Vegetation Dynamics StudiesPlant and animal studiesForest ecology and managementGeneralized linear mixed modelInferenceStatistical inferenceComputer scienceEcologyEvolutionary ecologyEconometricsMathematicsStatisticsMachine learning

MeSH terms

Bayes TheoremData Interpretation, StatisticalEcologyBiological EvolutionSoftwareLikelihood FunctionsLinear Models
Citations
8,645
FWCI
293.37
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References
85
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100%
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References
Statistical computing: An introduction to data analysis using s-plus
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Mixed-Effects Models in S and S-PLUS
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Why do we still use stepwise modelling in ecology and behaviour?
Journal of Animal Ecology · 2006 · 1,500 citations
Categorical Data Analysis
Technometrics · 1991 · 9,086 citations
Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach
Journal of Wildlife Management · 2003 · 42,134 citations
Approximate Inference in Generalized Linear Mixed Models
Journal of the American Statistical Association · 1993 · 4,169 citations
Model selection in ecology and evolution
Trends in Ecology & Evolution · 2003 · 3,816 citations
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