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

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dc.contributor.authorHarrison, Xavier A.
dc.contributor.authorDonaldson, Lynda
dc.contributor.authorCorrea-Cano, Maria Eugenia
dc.contributor.authorEvans, Julian
dc.contributor.authorFisher, David N.
dc.contributor.authorGoodwin, Cecily E.D.
dc.contributor.authorRobinson, Beth S.
dc.contributor.authorHodgson, David J.
dc.contributor.authorInger, Richard
dc.contributor.institutionUniversity of Aberdeen.Biological Sciencesen
dc.date.accessioned2020-04-10T16:15:00Z
dc.date.available2020-04-10T16:15:00Z
dc.date.issued2018-05-23
dc.descriptionAcknowledgements This paper is the result of a University of Exeter workshop on best practice for the application of mixed effects models and model selection in ecological studies Funding Xavier A. Harrison was funded by an Institute of Zoology Research Fellowship. David Fisher was funded by NERC studentship NE/H02249X/1. Lynda Donaldson was funded by NERC studentship NE/L501669/1. Beth S. Robinson was funded by the University of Exeter and the Animal and Plant Health Agency as part of ‘Wildlife Research Co-Operative’. Maria Correa-Cano was funded by CONACYT (The Mexican National Council for Science and Technology) and SEP (The Mexican Ministry of Education). Cecily Goodwin was funded by the Forestry Commission and NERC studentship NE/L501669/1. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.en
dc.description.statusPeer revieweden
dc.format.extent32
dc.format.extent2390155
dc.identifier158523254
dc.identifierd43f9680-8c28-4684-bb34-1f78d6333dba
dc.identifier85047520267
dc.identifier.citationHarrison, X A, Donaldson, L, Correa-Cano, M E, Evans, J, Fisher, D N, Goodwin, C E D, Robinson, B S, Hodgson, D J & Inger, R 2018, 'A brief introduction to mixed effects modelling and multi-model inference in ecology', PeerJ, vol. 6, e4794, pp. 1-32. https://doi.org/10.7717/peerj.4794en
dc.identifier.doi10.7717/peerj.4794
dc.identifier.issn2167-8359
dc.identifier.otherORCID: /0000-0002-4444-4450/work/45017158
dc.identifier.urihttps://hdl.handle.net/2164/14017
dc.identifier.urlhttps://doi.org/10.7717/peerj.4794en
dc.identifier.vol6en
dc.language.isoeng
dc.relation.ispartofPeerJen
dc.subjectGLMMen
dc.subjectMixed effects modelsen
dc.subjectmodel selectionen
dc.subjectAICen
dc.subjectmultimodel inferenceen
dc.subjectoverdispersionen
dc.subjectmodel averagingen
dc.subjectrandom effectsen
dc.subjectcollinearityen
dc.subjecttype 1 erroren
dc.subjectQH301 Biologyen
dc.subject.lccQH301en
dc.titleA brief introduction to mixed effects modelling and multi-model inference in ecologyen
dc.typeJournal articleen

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