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This is a brief how-to for estimating IRT models in the R packages mirt and lavaan. The example is based on a handout originally created by Lesa Hoffman but modified for my version of a course we have developed over the years. This version uses a resampled version of the original data set so as to enable my ability to post it here.

Files:

Additional Resources:

  • Lesa Hoffman’s Course Page: https://www.lesahoffman.com/PSQF6249/index.html
  • Jonathan Templin’s Course Page: https://jonathantemplin.com/latent-trait-measurement-structural-equation-modeling-fall-2017-epsy-906-ku/

  Author: Jonathan

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November 1st, 2016

R Functions for Estimation of the LCDM in Mplus

The R functions are used to build, run, and parse Mplus syntax for estimation of the LCDM. The functions to […]

March 30th, 2016

Multivariate Mixed Models (EPSY 905; Spring 2016)

Multivariate Analysis (EPSY 905; Spring 2016): Week 9 Materials In-Class Lecture Materials: Lecture Slides R Files (zipped folder of all […]

March 21st, 2016

Path Analysis (EPSY 905; Spring 2016)

Multivariate Analysis (EPSY 905; Spring 2016): Week 8 Materials In-Class Lecture Materials: Lecture Slides R Files (zipped folder of all […]

March 8th, 2016

Introduction to Path Analysis: Multivariate Regression (EPSY 905; Spring 2016)

Multivariate Analysis (EPSY 905; Spring 2016): Week 7 Materials In-Class Lecture Materials: Lecture Slides R Files (zipped folder of all […]

March 1st, 2016

ML Estimation for Multivariate Outcomes (EPSY 905; Spring 2016)

Multivariate Analysis (EPSY 905; Spring 2016): Week 6 Materials In-Class Lecture Materials: Lecture Slides R Files (zipped folder of all files) […]

February 24th, 2016

Introduction to Matrix Algebra and the Multivariate Normal Distribution (EPSY 905; Spring 2016)

Multivariate Analysis (EPSY 905; Spring 2016): Week 5 Materials In-Class Lecture Materials: Lecture Slides R Files (zipped folder of all files) […]

February 11th, 2016

Maximum Likelihood Estimation (EPSY 905; Spring 2016)

Multivariate Analysis (EPSY 905; Spring 2016): Week 4 Materials In-Class Lecture Materials: Lecture Slides R Files (zipped folder of all files) […]

February 6th, 2016

Distributions and Estimation/Intro to Generalized (EPSY 905; Spring 2016)

Multivariate Analysis (EPSY 905; Spring 2016): Week 4 Materials In-Class Lecture Materials: Lecture Slides R Files (zipped folder of all files) […]

February 2nd, 2016

Simple, Marginal, and Interaction Effects in General Linear Models (EPSY 905; Spring 2016)

Multivariate Analysis (EPSY 905; Spring 2016): Week 3 Materials In-Class Lecture Materials: Lecture Slides R Files Syntax Example data R Markdown […]

January 23rd, 2016

Introduction to R and R Studio (EPSY 905; Spring 2016)

Multivariate Analysis (EPSY 905; Spring 2016): Week 2 Materials In-Class Lecture Materials: Note: No in-class lecture this week. If you are […]