A coefficient of determination (R2) for generalized linear mixed models

Extensions of linear models are very commonly used in the analysis of biological data. Whereas goodness of fit measures such as the coefficient of determination (R2) or the adjusted R2 are well established for linear models, it is not obvious how such measures should be defined for generalized linea...

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Vydané v:	Biometrical journal Ročník 61; číslo 4; s. 860 - 872
Hlavný autor:	Piepho, Hans‐Peter
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Germany Wiley - VCH Verlag GmbH & Co. KGaA 01.07.2019
Predmet:	Adolescent Animals Biological analysis Biometry - methods Child Coleoptera Covariance Female generalized linear mixed models generalized linear models Goodness of fit Horseshoe Crabs Humans Larva linear mixed models Linear Models Male Models, Statistical Multivariate Analysis Nesting Behavior Orthodontics semivariogram Statistical models total variance generalized linear models semivariogram total variance generalized linear mixed models goodness-of-fit linear mixed models
ISSN:	0323-3847, 1521-4036, 1521-4036
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