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Department of Psychology

Data Analytics & Visualization Lab

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Data & Programming Code

Equivalence Testing

Equivalence Testing for Multilevel SEM

  • Code to evaluate the cutoff values CFI_e in equivalence testing
  • Code to evaluate the cutoff values for RMSEA_e in equivalence testing
  • Code to compute T-size RMSEA and T-size CFI values
  • Model Fit Statistics for Level 1 with Level 2 Saturated
  • Model Fit Statistics for Level 2 with Level 1 Saturated
  • Simulated data
  • Marcoulides & Yuan (2020) International Journal of Research & Method in Education

 

Latent Growth Model Selection

Latent Growth Curve Model Selection with Tabu Search

  • R code for model fitting using Tabu search
  • Tabu search flowchart
  • Pan & Fang (2002) Data
  • Marcoulides (2020) International Journal of Behavioral Development

 

Residual-Based Algorithm for Detecting Unobserved Heterogeneity

Monte Carlo Simulation Study

  • R code for residual-based algorithm
  • Mplus code for simulated data generation
  • Marcoulides & Trinchera (2018) Structural Equation Modeling

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