partR2: partitioning R2 in generalized linear mixed models

• Published in: PeerJ (San Francisco, CA) Vol. 9; p. e11414
• Main Authors: Stoffel, Martin A, Nakagawa, Shinichi, Schielzeth, Holger
• Format: Journal Article
• Language: English
• Published: San Diego PeerJ, Inc 25.05.2021; PeerJ Inc
• Subjects: Animal Behavior; Computational Biology; Computational Science; Ecology; Estimates; Generalized linear mixed-effects models; Parametric bootstrapping; Semi-partial coefficient of determination; Statistics; Structure coefficients; Variance component analysis

The coefficient of determination R2 quantifies the amount of variance explained by regression coefficients in a linear model. It can be seen as the fixed-effects complement to the repeatability R (intra-class correlation) for the variance explained by random effects and thus as a tool for variance d...