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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Bibliographic Details
Published in:	Biometrical journal Vol. 61; no. 4; pp. 860 - 872
Main Author:	Piepho, Hans‐Peter
Format:	Journal Article
Language:	English
Published:	Germany Wiley - VCH Verlag GmbH & Co. KGaA 01.07.2019
Subjects:	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
Online Access:	Get full text
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