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math.ST2022★ 2 cited
Nuisance Function Tuning and Sample Splitting for Optimally Estimating a Doubly Robust Functional
Sean McGrath, Rajarshi Mukherjee
Estimators of doubly robust functionals typically rely on estimating two complex nuisance functions, such as the propensity score and conditional outcome mean for the average treat…
stat.ME2022★ 49 cited
Standard error estimation in meta-analysis of studies reporting medians
Sean McGrath, Stephan Katzenschlager, Alexandra J. Zimmer +3
We consider the setting of an aggregate data meta-analysis of a continuous outcome of interest. When the distribution of the outcome is skewed, it is often the case that some prima…