Dynamic structural equation models

0584695 - PSÚ 2025 eng A3 - Přednáška/prezentace nepublikovaná
Lacko, David
Dynamic structural equation models.
[Seminar in Psychometrics. Praha, Online, 14.03.2024]
Způsob prezentace: Zvaná přednáška
Pořadatel akce: MFF UK
URL akce: https://www.cs.cas.cz/comps/seminars/david-lacko-2024-03-14.html 
Grant CEP: GA MŠMT(CZ) CZ.02.01.01/00/22_008/0004583
Institucionální podpora: RVO:68081740
Klíčová slova: intensive longitudinal data * dynamic structural equation modeling * ecological momentary assessment
Obor OECD: Psychology (including human - machine relations)

Intensive longitudinal data, typically obtained from ecological momentary assessment, experience sampling methodology, or ambulatory assessment, represent a novel and unique source of information about individuals' developmental dynamics. To analyze these data, recently developed Dynamic Structural Equation Models (DSEM), which integrate time series modeling, time-varying effects modeling, multilevel modeling, and structural equation modeling, are often recommended. During my presentation, I will introduce DSEM along with simpler related models (e.g., AR, VAR, mlVAR), with special attention to its possibilities and limitations, including model building and hypothesis crafting. Examples of R and Mplus syntax will also be presented.
Trvalý link: https://hdl.handle.net/11104/0352540