Comparison of Models for the Analysis of Intensive Longitudinal Data

• Published in: Structural equation modeling Vol. 27; no. 2; pp. 275 - 297
• Main Authors: Asparouhov, Tihomir, Muthén, Bengt
• Format: Journal Article
• Language: English
• Published: Hove Routledge 03.03.2020; Psychology Press
• Subjects: Bayesian Statistics; dynamic structural equation models; Factor Analysis; repeated measures longitudinal models; residual dynamic structural equation models; restricted maximum likelihood estimation; Structural equation modeling; Within-subjects design

We discuss the differences between several intensive longitudinal data models. The dynamic structural equation model (DSEM), the residual dynamic structural equation model (RDSEM) and the repeated measures longitudinal model are compared in several simulation studies. We show that the DIC can be use...