Selected Data & Programming Code

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

Natural Cubic Smoothing Spline Study

• R code for simulated data generation

• Simulated data produced from code above

Sensitivity Analysis for Omitted Confounders in Structural Equation Models

Tabu Search Optimization

• R Code Vignette

• Salas et al (2015) Empirical Example

  Simulated Annealing

• Fisk, C., Harring, J., Shen, Z., Leite, W. L., Seun, K.Y. & Marcoulides, K. M. (2022)

• R Code Vignette

Ant Colony Optimization

• Leite, W. L., Shen, Z., Marcoulides, K. M., Fisk, C., Harring, J. (2022)