36 citations · 139 across the 27 of their papers we have counts for
Showing 2017Show all
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stat.ME2017★ 5 cited
Tree based weighted learning for estimating individualized treatment rules with censored data
Yifan Cui, Ruoqing Zhu, Michael Kosorok
Estimating individualized treatment rules is a central task for personalized medicine. [zhao2012estimating] and [zhang2012robust] proposed outcome weighted learning to estimate ind…
math.ST2017★ 15 cited
Consistency of survival tree and forest models: splitting bias and correction
Yifan Cui, Ruoqing Zhu, Mai Zhou +1
Random survival forest and survival trees are popular models in statistics and machine learning. However, there is a lack of general understanding regarding consistency, splitting…
stat.ME2017
Nonparametric generalized fiducial inference for survival functions under censoring
Yifan Cui, Jan Hannig
Fiducial Inference, introduced by Fisher in the 1930s, has a long history, which at times aroused passionate disagreements. However, its application has been largely confined to re…