4 citations · 7 across the 2 of their papers we have counts for
2 papers
stat.ME2021★ 3 cited
Bias and sensitivity analysis for unmeasured confounders in linear structural equation models
Adam J. Sullivan, Tyler J. VanderWeele
In this paper, we consider the extent of the biases that may arise when an unmeasured confounder is omitted from a structural equation model (SEM) and we propose sensitivity analys…
stat.ME2021★ 4 cited
Longitudinal Mediation Analysis with Latent Growth Curves
Adam J. Sullivan, Douglas D. Gunzler, Nathan Morris +1
The paper considers mediation analysis with longitudinal data under latent growth curve models within a counterfactual framework. Estimators and their standard errors are derived f…