Introduction to Causal Inference using Observational Data in the Social Sciences
Learn the fundamental concepts of causal inference, and start applying causal inference techniques.
Oct 14, 2024
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