Advanced R Statistical Programming and Data Models: Analysis, Machine Learning, and Visualization

© Matt Wiley and Joshua F. Wiley 2019

Matt Wiley and Joshua F. WileyAdvanced R Statistical Programming and Data Modelshttps://doi.org/10.1007/978-1-4842-2872-2_11

11. GLMMs: Linear

Matt Wiley¹  and Joshua F. Wiley¹

(1)

Columbia City, IN, USA

 

This chapter builds on the foundation of working with multilevel data and introduces a class of statistical models—generalized linear mixed models (GLMMs)—that are appropriate for such data.

library(checkpoint)

checkpoint("2018-09-28", R.version = "3.5.1",

  project = book_directory,

  checkpointLocation = checkpoint_directory,

  scanForPackages = FALSE,

  scan.rnw.with.knitr = TRUE, use.knitr = TRUE)

library(knitr)

library(ggplot2)

library(cowplot)

library(viridis)

library(JWileymisc)

library(data.table)

library(lme4)

library(lmerTest) ...