An R2 statistic for fixed effects in the generalized linear mixed model

DOI10.1080/02664763.2016.1193725OpenAlexW2410090949MaRDI QIDQ5138603

Pranab Kumar Sen, Kalyan Das, Lloyd J. Edwards, Byron C. Jaeger

Publication date: 4 December 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2016.1193725

zbMATH Keywords

clustered datastatistical softwaregeneralized linear mixed modelblood pressureR-squaredCD4\(^+\) cell counts

Mathematics Subject Classification ID

Parametric inference (62Fxx) Applications of statistics (62Pxx) Multivariate analysis (62Hxx)

Related Items

Coefficients of determination for mixed-effects models

Uses Software

• R
• lme4
• SAS
• LOWESS
• dplyr
• r2glmm
• afex
• GitHub
• pbkrtest
• Glimmix_R2
• R2FixedEffectsGLMM

Cites Work

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• Generalized linear mixed models: a review and some extensions
• Fixed-effect variable selection in linear mixed models using \(R^2\) statistics
• Plane Answers to Complex Questions
• Estimation in generalized linear models with random effects
• Laplace's approximation for nonlinear mixed models
• Approximate Inference in Generalized Linear Mixed Models
• A generalized multivariate analysis of variance model useful especially for growth curve problems