GLMs, GAMs and GLMMs: an overview of theory for applications in fisheries research

This paper provides an overview of the modelling process using generalized linear models (GLMs), generalized additive models (GAMs) and generalized linear mixed models (GLMMs), especially as they are applied within fisheries research. We describe the essential aspect of model interpretation and cons...

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Veröffentlicht in:	Fisheries research 2004-12, Vol.70 (2), p.319-337
Hauptverfasser:	Venables, W.N., Dichmont, C.M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Generalized additive model Generalized linear mixed model Generalized linear model Spline regression Statistical modelling strategies
Online-Zugang:	Volltext
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