Mplus Web Talk No. 1 - What Multi-Level Modeling Can Teach Us About Single-Level Modeling & Vice Versa: The Case of Latent Transition Analysis. June 2020.

  The web talk pdf has 80 slides. The web talk can be watched in its 3-hour full-length format   below, as well as in 16 separate segments.

Introduction


• Segment 1: Introduction, slides 1-2
  
  
Modeling


• Segment 2: LTA setting, example, What’s missing?, slides 3-9
  
  
• Segment 3: Logistic regression, slides 10-12
  
  
• Segment 4: Longitudinal data & random intercepts, slides 13-17
  
  
• Segment 5: A substantive perspective, slides 18-23
  
  
• Segment 6: Multiple indicators , slides 24-27
  
  
• Segment 7: Multilevel factor analysis, two types of mfa, slides 28-33
  
  
• Segment 8: Two approaches to multilevel LCA, slides 34-36
  
  
• Segment 9: Multilevel-based longitudinal FA, slides 37-42
  
  
• Segment 10: Lessons learned, RI-LTA, slides 43-48
  
  
Applications of LTA


• Segment 11: Outline, Mood example, slides 49-55
  
  
• Segment 12: Dating example, slides 56-59
  
  
• Segment 13: Reading example, slides 60-67
  
  
• Segment 14: RI-LTA model variations, classes vs factors, slides 68-70
  
  
Multi-level time series analysis


• Segment 15: Outline, DSEM, slides 71-76
  
  
Appendices


• Segment 16: Appendix A, B, C, papers, slides 77-80
  
  

Supplemental Materials

• Web Talk References
  
  
• Web Talk RI-LTA Papers and Scripts
  
  
• Other Web Talk Scripts:
  
  
  • Longitudinal factor analysis using Dumenci-Windle data, slides 39-41
    
    
  • Data for Males (N=372)
    
    

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