Skip to content
No description, website, or topics provided.
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
AlignmentMplusAutomation.Rproj
Example.md
README.md
extractAlignment.R
extractAlignmentSim.R
runAlignment.R
source_repo.R

README.md

Automation of alignment in Mplus

Three functions that facilitate setting up (frequentist) alignmnet in Mplus, extracting, and summarizing its results.

Installation:

source('https://raw.githubusercontent.com/MaksimRudnev/AlignmentMplusAutomation/master/source_repo.R')

runAlignment

runAlignment(
  model,                           # Formula in Mplus format
  group,                           # Grouping variable
  dat,                             # Data object 
  categorical = NULL,              # Vector of indicators that are binary or ordinal
  sim.samples = c(100, 500, 1000), # Group sample sizes for simulation, 
                                   #  the length of this vector also determines 
                                   #  a number of simulation studies.
  sim.reps = 500,                  # A number of simulated datasets in each simulation.
  Mplus_com = "Mplus",             # Sometimes you don't have a direct access to Mplus, so this 
                                   #  argument specifies what to send to a system command line.
  path = getwd(),                  # Where all the .inp, .out, and .dat files should be stored?
  summaries = F                    # If the extractAlignment() 
                                   #   and extractAlignmentSim() should
                                   #   be run after all the Mplus work is done.
  )

This function will set up and run free alignment, then it will set up and run fixed alignment using the smallest mean from the free alignmnet output. Optionally, it will also set up and run simulations as recommended by Muthen & Asparouhov (2014).

extractAlignment

extractAlignment("fixed.out")

It has a single argument which is a filename of the Mplus output. This function extracts alignment-related information from the Mplus output file. The most valueable us summary which includes all the info usually reported about about alignment.

extractAlignmentSim

extractAlignmentSim(c("sim500.out", "sim100.out", "sim1000.out"))

It has a single argument which is a vector of Mplus output files containing results of alignment simulations. It extracts only one portion that is directly related to alignment, namely correlations of true and estimated means.


See the tutorial on measurement invariance alignmnet in Mplus : https://maksimrudnev.com/2019/05/01/alignment-tutorial/

Use freely and credit as

Rudnev M.(2019) Alignment measurement invariance: Tutorial. URL: https://maksimrudnev.com/2019/05/01/alignment-tutorial/


See example

You can’t perform that action at this time.