Coefficients of determination for mixed-effects models

DOI10.1007/S13253-022-00507-0OpenAlexW3042626087MaRDI QIDQ2102986

Dabao Zhang

Publication date: 12 December 2022

Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2007.08675

zbMATH Keywords

variance functionlinear mixed modelgeneralized linear mixed modelexponential family distribution\(R^2\)quasi-model

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12)

Cites Work

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• Random-Effects Models for Longitudinal Data
• Mixed effects models and extensions in ecology with R
• An \(R\)-squared measure of goodness of fit for some common nonlinear regression models
• Quasi-likelihood functions
• A note on a general definition of the coefficient of determination
• An R² statistic for covariance model selection in the linear mixed model
• An R² statistic for fixed effects in the generalized linear mixed model
• A Coefficient of Determination for Generalized Linear Models

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