The coefficient of determination R 2 and intra-class correlation coefficient from generalized linear mixed-effects models revisited and expanded

General Methods for Evolutionary Quantitative Genetic Inference from Generalized Mixed Models

(2016) P. de Villemereuil et al.   GENETICS

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

(2016) Byron C. Jaeger et al.   JOURNAL OF APPLIED STATISTICS

Fitting Linear Mixed-Effects Models Usinglme4

(2015) Douglas Bates et al.   Journal of Statistical Software

piecewiseSEM: Piecewise structural equation modelling inr for ecology, evolution, and systematics

(2015) Jonathan S. Lefcheck   Methods in Ecology and Evolution

A comparison of observation-level random effect and Beta-Binomial models for modelling overdispersion in Binomial data in ecology & evolution

(2015) Xavier A. Harrison   PeerJ

Extension of Nakagawa & Schielzeth'sR2GLMMto random slopes models

(2014) Paul C.D. Johnson   Methods in Ecology and Evolution

Using commonality analysis in multiple regressions: a tool to decompose regression effects in the face of multicollinearity

(2014) Jayanti Ray-Mukherjee et al.   Methods in Ecology and Evolution

Using observation-level random effects to model overdispersion in count data in ecology and evolution

(2014) Xavier A. Harrison   PeerJ

Who Invented the Delta Method?

(2012) Jay M. Ver Hoef   AMERICAN STATISTICIAN

A Poisson–Gamma model for analysis of ecological non-negative continuous data

(2012) Scott D. Foster et al.   ENVIRONMENTAL AND ECOLOGICAL STATISTICS

Likelihood-based and Bayesian methods for Tweedie compound Poisson linear mixed models

(2012) Yanwei Zhang   STATISTICS AND COMPUTING

A general and simple method for obtainingR2from generalized linear mixed-effects models

(2012) Shinichi Nakagawa et al.   Methods in Ecology and Evolution

AD Model Builder: using automatic differentiation for statistical inference of highly parameterized complex nonlinear models

(2011) David A. Fournier et al.   OPTIMIZATION METHODS & SOFTWARE

Repeatability for Gaussian and non-Gaussian data: a practical guide for biologists

(2010) Shinichi Nakagawa et al.   BIOLOGICAL REVIEWS

A Generalized Concordance Correlation Coefficient Based on the Variance Components Generalized Linear Mixed Models for Overdispersed Count Data

(2009) Josep L. Carrasco   BIOMETRICS

Generalized linear mixed models: a practical guide for ecology and evolution

(2009) Benjamin M. Bolker et al.   TRENDS IN ECOLOGY & EVOLUTION

AnR2statistic for fixed effects in the linear mixed model

(2008) Lloyd J. Edwards et al.   STATISTICS IN MEDICINE