plotFEsim: Plot the results of a simulation of the fixed effects

In merTools: Tools for Analyzing Mixed Effect Regression Models

Plot the results of a simulation of the fixed effects

Description

Plot the simulated fixed effects on a ggplot2 chart

Usage

plotFEsim(
  data,
  level = 0.95,
  stat = "median",
  sd = TRUE,
  intercept = FALSE,
  sigmaScale = NULL,
  oddsRatio = FALSE
)

Arguments

data	a data.frame generated by FEsim with simulations of the fixed effects of a merMod
level	the width of the confidence interval
stat	a character value indicating the variable name in data of the midpoint of the estimated interval, e.g. "mean" or "median"
sd	logical, indicating whether or not to plot error bars around the estimates (default is TRUE). Calculates the width of the error bars based on level and the variable named "sd" in data
intercept	logical, should the intercept be included, default is FALSE
sigmaScale	a numeric value to divide the estimate and the standard deviation by in the case of doing an effect size calculation
oddsRatio	logical, should the parameters be converted to odds ratios before plotting

Value

a ggplot2 plot of the coefficient effects

Examples

 fm1 <- lmer(Reaction ~ Days + (Days | Subject), sleepstudy)
 (p1 <- plotFEsim(FEsim(fm1)))

merTools documentation built on March 31, 2023, 8:43 p.m.