simulateRandomInterceptSlopeModel: Simulate random-slope, random-intercept longitudinal data

In kikapp/kikapputils: Frequently Used Functions (one line, title case)

Description

Simulate random-slope, random-intercept longitudinal data

Usage

simulateRandomInterceptSlopeModel(
  n_subjects,
  n_timepoints,
  intercept_mean,
  intercept_sd,
  slope_mean,
  slope_sd,
  epsilon,
  group = "",
  id_prefix = ""
)

Arguments

n_subjects	Number of subjects
n_timepoints	Number of timepoints
intercept_mean	Mean random intercept
intercept_sd	Standard deviation of random intercept
slope_mean	Mean random slope
slope_sd	Standard deviation of random slope
epsilon	Observation-level error
group	Character string defining group name
id_prefix	Character to append to ID variable

Examples

n_subjects <- 10
n_timepoints <- 4
intercept_mean <- 0
intercept_sd <- 0.01
slope_mean <- 0
slope_sd <- 0.01
epsilon <- 0.01
group <- "testgroup"
id_prefix <- "test"
simulateRandomInterceptSlopeModel(n_subjects, n_timepoints, intercept_mean, intercept_sd, slope_mean, slope_sd, epsilon, group, id_prefix)

kikapp/kikapputils documentation built on May 24, 2021, 10:41 p.m.