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20172025
most citedEstimating the sample mean and standard deviation from commonly reported quantiles in meta-analysis

932 citations · 1.6k across the 10 of their papers we have counts for

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7 papers · 1 filter

stat.ME2025★ 3 cited

Meta-analysis of median survival times with inverse-variance weighting

Sean McGrath, Cheng-Han Yang, Jonathan Kimmelman +3

We consider the problem of meta-analyzing outcome measures based on median survival times. Primary studies with time-to-event outcomes often report estimates of median survival tim…

stat.ME2023★ 60 cited

metamedian: An R package for meta-analyzing studies reporting medians

Sean McGrath, XiaoFei Zhao, Omer Ozturk +3

When performing an aggregate data meta-analysis of a continuous outcome, researchers often come across primary studies that report the sample median of the outcome. However, standa…

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…

stat.ME2021★ 18 cited

Revisiting the g-null paradox

Sean McGrath, Jessica G. Young, Miguel A. Hernán

The parametric g-formula is an approach to estimating causal effects of sustained treatment strategies from observational data. An often cited limitation of the parametric g-formul…

stat.ME2019★ 932 cited

Estimating the sample mean and standard deviation from commonly reported quantiles in meta-analysis

Sean McGrath, XiaoFei Zhao, Russell Steele +4

Researchers increasingly use meta-analysis to synthesize the results of several studies in order to estimate a common effect. When the outcome variable is continuous, standard meta…

stat.ME2018★ 223 cited

Two-sample aggregate data meta-analysis of medians

Sean McGrath, Hojoon Sohn, Russell Steele +1

We consider the problem of meta-analyzing two-group studies that report the median of the outcome. Often, these studies are excluded from meta-analysis because there are no well-es…

stat.ME2017★ 172 cited

One-sample aggregate data meta-analysis of medians

Sean McGrath, XiaoFei Zhao, Zhi Zhen Qin +2

An aggregate data meta-analysis is a statistical method that pools the summary statistics of several selected studies to estimate the outcome of interest. When considering a contin…