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Coffman, Donna L.; Zhong, Wei – Psychological Methods, 2012
This article presents marginal structural models with inverse propensity weighting (IPW) for assessing mediation. Generally, individuals are not randomly assigned to levels of the mediator. Therefore, confounders of the mediator and outcome may exist that limit causal inferences, a goal of mediation analysis. Either regression adjustment or IPW…
Descriptors: Mediation Theory, Statistical Analysis, Causal Models, Computation