Summarizes characteristics of linear mixed effects models without data or a fitted model by converting code for fitting lmer() from 'lme4' and lme() from 'nlme' into tables, equations, and visuals. Outputs can be used to learn how to fit linear mixed effects models in 'R' and to communicate about these models in presentations, manuscripts, and analysis plans.
The objective of this package is to summarize characteristics of linear
mixed effects models (LMMs) without data or a fitted model. Its
functions convert code for fitting nlme::lme() and lme4::lmer()
models into tables, equations, and visuals. These outputs can be used
for learning how to fit LMMs in R and communicating about LMMs in
presentations, manuscripts, and analysis plans.
# Install release version from CRAN
install.package("LearnVizLMM")
See the vignettes to learn how to use this package.