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Helpful scripts for running models in lavaan that reproduce published findings

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Reproducible analyses with lavaan

Purpose:

This repositories hosts R scripts to replicate the findings of published articles where the authors share their data (either raw or covariance matrices).

Scripts for the following articles:

  • Baldwin, Imel, Braithwaite, & Atkins. (2014). Analyzing Multiple Outcomes in Clinical Research Using Multivariate Multilevel Models. Journal of Consulting and Clinical Psychology. See baldwin2014-multivariate.R
  • Berry & Willoughby. (2016). On the Practical Interpretability of Cross-Lagged Panel Models: Rethinking a Developmental Workhorse. Child Development. See berry2016-practical.R
  • Bollen & Curran. (2004). Autoregressive Latent Trajectory (ALT) Models A Synthesis of Two Traditions. Sociological Methods & Research. See bollen2004-autoregressive.R
  • Curran, Howard, Bainter, Lane, & McGinley.(2014). The Separation of Between-Person and Within-Person Component of Individual Change Over Time: A Latent Curve Model With Structured Residuals. Journal of Consulting and Clinical Psychology. See curran2014-separation.R
  • Curren, Muthen, & Harford. (1998). The Influence of changes in marital status on development trajectories of alcohol use in young adults. Journal of Studies on Alcohol. See curran1998-alcohol_trajectories.R
  • Little, Slegers, & Card. (2006). A Non-arbitrary Method of Identifying and Scaling Latent Variables in SEM and MACS Models. Structural Equation Modeling. See little2006-scaling.R
  • Millsap & Yun-Tein. (2004). Assessing factorial invariance in ordered-categorical measures. Multivariate Behavioral Research. See millsap2004-FIorderedCategorical.R.
  • Raykov, Dimitrov, Marcoulides, Li, & Menold. (2018). Examining measurement invariance and differential item functioning with discrete latent construct indicators: A note on a multiple testing procedure. Educational and Psychological Measurement. See raykov2081-dichotomousMI.R.

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