134 citations · 294 across the 15 of their papers we have counts for
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stat.ME2021
PCA Rerandomization
Hengtao Zhang, Guosheng Yin, Donald B. Rubin
Mahalanobis distance between treatment group and control group covariate means is often adopted as a balance criterion when implementing a rerandomization strategy. However, this c…
stat.ME2021★ 1 cited
Bayesian Knockoff Filter
Jiaqi Gu, Guosheng Yin
In many scientific fields, researchers are interested in discovering features with substantial effect on the response from a large number of features while controlling the proporti…
stat.ME2021★ 2 cited
Unit Information Prior for Adaptive Information Borrowing from Multiple Historical Datasets
Huaqing Jin, Guosheng Yin
In clinical trials, there often exist multiple historical studies for the same or related treatment investigated in the current trial. Incorporating historical data in the analysis…