20 citations · 45 across the 11 of their papers we have counts for
3 papers · 1 filter
A tutorial comparing different covariate balancing methods with an application evaluating the causal effects of substance use treatment programs for adolescents
Andreas Markoulidakis, Khadijeh Taiyari, Peter Holmans +4
Randomized controlled trials are the gold standard for measuring causal effects. However, they are often not always feasible, and causal treatment effects must be estimated from ob…
Nonparametric Estimation of Population Average Dose-Response Curves using Entropy Balancing Weights for Continuous Exposures
Brian G. Vegetabile, Beth Ann Griffin, Donna L. Coffman +2
Weighted estimators are commonly used for estimating exposure effects in observational settings to establish causal relations. These estimators have a long history of development w…
Moving beyond the classic difference-in-differences model: A simulation study comparing statistical methods for estimating effectiveness of state-level policies
Beth Ann Griffin, Megan S. Schuler, Elizabeth A. Stuart +7
State-level policy evaluations commonly employ a difference-in-differences (DID) study design; yet within this framework, statistical model specification varies notably across stud…