Joint effects in cross-lagged panel research using structural nested mean models
An introduction to joint effects in a cross-lagged panel setting. We compare the estimation of such joint effects with structural equation models and with g-estimation of structural nested mean models.
Jun 17, 2024
Causal effects of time-varying exposures: A comparison of structural equation modeling and marginal structural models in cross-lagged panel research
We describe three phases of causal research to better understand the differences between a structural equation modeling approach and a g-methods approach to studying effects of a time-varying exposure.
Mar 19, 2024
Three extensions of the random intercept cross-lagged panel model
A didactical introduction to the random intercept cross-lagged panel model and three popular extensions thereof. It includes fully annotated R code and Mplus syntax in the online supplementary materials.
Aug 11, 2020