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.
- Segment 1: Introduction, slides 1-2
- 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
- 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
- Segment 15: Outline, DSEM, slides 71-76
- Segment 16: Appendix A, B, C, papers, slides 77-80
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