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A brief introduction to mixed effects modelling and multi-model inference in ecology.

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第一作者： Xavier A,Harrison

第一单位： Institute of Zoology, Zoological Society of London, London, UK.

作者： Xavier A,Harrison ^[1] ; Lynda,Donaldson ^[2] ; Maria Eugenia,Correa-Cano ^[3] ; Julian,Evans ^[4] ; David N,Fisher ^[5] ; Cecily E D,Goodwin ^[3] ; Beth S,Robinson ^[6] ; David J,Hodgson ^[7] ; Richard,Inger ^[8]

作者单位： Institute of Zoology, Zoological Society of London, London, UK. ^[1] Environment and Sustainability Institute, University of Exeter, Penryn, UK.;Wildfowl and Wetlands Trust, Slimbridge, Gloucestershire, UK. ^[2] Environment and Sustainability Institute, University of Exeter, Penryn, UK. ^[3] Centre for Ecology and Conservation, University of Exeter, Penryn, UK.;Department of Biology, University of Ottawa, Ottawa, ON, Canada. ^[4] Centre for Ecology and Conservation, University of Exeter, Penryn, UK.;Department of Integrative Biology, University of Guelph, Guelph, ON, Canada. ^[5] Environment and Sustainability Institute, University of Exeter, Penryn, UK.;WildTeam Conservation, Padstow, UK. ^[6] Centre for Ecology and Conservation, University of Exeter, Penryn, UK. ^[7] Environment and Sustainability Institute, University of Exeter, Penryn, UK.;Centre for Ecology and Conservation, University of Exeter, Penryn, UK. ^[8]

关键词 AIC Collinearity GLMM Mixed effects models Model averaging Model selection Multi-model inference Overdispersion Random effects Type I error

DOI 10.7717/peerj.4794

PMID 29844961

发布时间 2022-03-31

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A brief introduction to mixed effects modelling and multi-model inference in ecology.

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A brief introduction to mixed effects modelling and multi-model inference in ecology.

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