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My research is focused in how to report results in randomized trials with informative missing/censored data or irregular assessment times and in observational studies with non-random and time-varying treatment assignment.
In my research, I focus on frequentist and Bayesian approaches to evaluating the robustness of results to assumptions such as missing at random and no unmeasured confounding. I am interested in formal sensitivity analysis procedures as well as methods for constructing bounds on treatment effects. I favor the incorporation of auxiliary information into the analysis to help increase the plausibility of assumptions, narrow the range of the sensitivity analysis, or shrink the bounds
In my research, I focus on frequentist and Bayesian approaches to evaluating the robustness of results to assumptions such as missing at random and no unmeasured confounding. I am interested in formal sensitivity analysis procedures as well as methods for constructing bounds on treatment effects. I favor the incorporation of auxiliary information into the analysis to help increase the plausibility of assumptions, narrow the range of the sensitivity analysis, or shrink the bounds
Research Interests
Papers共 180 篇Author StatisticsCo-AuthorSimilar Experts
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arxiv(2024)
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Health affairs (Project Hope)no. 2 (2024): 250-259
medRxiv (Cold Spring Harbor Laboratory) (2024): 894-903
Statistics in medicine (2024)
STATISTICS IN BIOPHARMACEUTICAL RESEARCHno. 2 (2024): 257-269
A. Taylor Kelley,Michael A. Incze, Michael Baumgartner,Aimee N.C. Campbell,Edward V. Nunes,Daniel O. Scharfstein
Drug and Alcohol Dependence (2024): 111368-111368
Medicineno. 23 (2023): e33904-e33904
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