Random Intercept Latent Transition Analysis (RI-LTA)

Mplus papers for Random Intercept Latent Transition Analysis (RI-LTA)

• Muthén, B. & Asparouhov, T. (2019). What multilevel modeling can teach us about single-level modeling: Latent transition analysis with random intercepts (RI-LTA). Submitted for publication.

  Data sets for the RI-LTA paper

• Life satisfaction example
• Mood example
• Reading proficiency example
• Dating and sexual risk behavior example

  Mplus scripts for the RI-LTA paper

• Analysis of the hypothetical example using Monte Carlo simulation
  • Step 1
  • Step 2 Ignoring RI
  • Step 2 Using RI
• Analyses of the 4 examples without covariates: Continuous random intercept
  • Life satisfaction example
  • Mood example
  • Reading proficiency example
  • Dating and sexual risk behavior example
• Analyses of examples with covariates: Continuous random intercept, model 4 in Table 13
  • Dating and sexual risk behavior example
• Analyses of the 4 examples without covariates: Binary random intercept
  • Forthcoming
• Analyses of the 4 examples with Mover-Stayer modeling
  • Forthcoming
• Analyses of the 4 examples with groups and covariates
  • Forthcoming
  
  
  
• The just released Mplus Version 8.4 offers significantly faster computations for RI-LTA as well as simplified output compared to 8.3.