31 citations · 64 across the 5 of their papers we have counts for
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stat.ME2018
ROC-Guided Survival Trees and Ensembles
Yifei Sun, Sy Han Chiou, Mei-Cheng Wang
Tree-based methods are popular nonparametric tools in studying time-to-event outcomes. In this article, we introduce a novel framework for survival trees and ensembles, where the t…
stat.ME2012★ 31 cited
Semiparametric Multivariate Accelerated Failure Time Model with Generalized Estimating Equations
Steven Chiou, Junghi Kim, Jun Yan
The semiparametric accelerated failure time model is not as widely used as the Cox relative risk model mainly due to computational difficulties. Recent developments in least square…