Elizabeth A. Stuart, Ph.D.
Affiliations: | 2004 | Harvard University, Cambridge, MA, United States |
Area:
StatisticsGoogle:
"Elizabeth Stuart"Parents
Sign in to add mentor| Donald B. Rubin | grad student | 2004 | Harvard | |
| (Matching methods for estimating causal effects using multiple control groups.) | ||||
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Publications
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| Dong N, Stuart EA, Lenis D, et al. (2020) Using Propensity Score Analysis of Survey Data to Estimate Population Average Treatment Effects: A Case Study Comparing Different Methods. Evaluation Review. 44: 84-108 |
| Dahabreh IJ, Robertson SE, Steingrimsson JA, et al. (2020) Extending inferences from a randomized trial to a new target population. Statistics in Medicine |
| Amoah J, Stuart EA, Cosgrove SE, et al. (2020) Comparing Propensity Score Methods versus Traditional Regression Analysis for the Evaluation of Observational Data: A Case Study Evaluating the Treatment of Gram-Negative Bloodstream Infections. Clinical Infectious Diseases : An Official Publication of the Infectious Diseases Society of America |
| Schmid I, Rudolph KE, Nguyen TQ, et al. (2020) Comparing the performance of statistical methods that generalize effect estimates from randomized controlled trials to much larger target populations Communications in Statistics - Simulation and Computation. 1-23 |
| Rudolph KE, Goin DE, Paksarian D, et al. (2018) Causal Mediation Analysis With Observational Data: Considerations and Illustration Examining Mechanisms Linking Neighborhood Poverty to Adolescent Substance Use. American Journal of Epidemiology |
| Dahabreh IJ, Robertson SE, Tchetgen EJT, et al. (2018) Generalizing causal inferences from individuals in randomized trials to all trial-eligible individuals. Biometrics |
| Ackerman B, Schmid I, Rudolph KE, et al. (2018) Implementing statistical methods for generalizing randomized trial findings to a target population. Addictive Behaviors |
| Stuart EA, Ackerman B, Westreich D. (2018) Generalizability of randomized trial results to target populations: Design and analysis possibilities. Research On Social Work Practice. 28: 532-537 |
| Lenis D, Ackerman B, Stuart EA. (2018) Measuring Model Misspecification: Application to Propensity Score Methods with Complex Survey Data. Computational Statistics & Data Analysis. 128: 48-57 |
| Mitchell S, Gelman A, Ross R, et al. (2018) The Millennium Villages Project: a retrospective, observational, endline evaluation. The Lancet. Global Health. 6: e500-e513 |