insight (version 0.18.6)

get_random: Get the data from random effects

Description

Returns the data from all random effects terms.

Usage

get_random(x)

Value

The data from all random effects terms, as data frame. Or NULL

if model has no random effects.

Arguments

x

A fitted mixed model.

Examples

if (require("lme4")) {
  data(sleepstudy)
  # prepare some data...
  sleepstudy$mygrp <- sample(1:5, size = 180, replace = TRUE)
  sleepstudy$mysubgrp <- NA
  for (i in 1:5) {
    filter_group <- sleepstudy$mygrp == i
    sleepstudy$mysubgrp[filter_group] <-
      sample(1:30, size = sum(filter_group), replace = TRUE)
  }

  m <- lmer(
    Reaction ~ Days + (1 | mygrp / mysubgrp) + (1 | Subject),
    data = sleepstudy
  )

  head(get_random(m))
}