31 citations · 64 across the 5 of their papers we have counts for
5 papers
Regression Modeling for Recurrent Events Using R Package reReg
Sy Han Chiou, Gongjun Xu, Jun Yan +1
Recurrent event analyses have found a wide range of applications in biomedicine, public health, and engineering, among others, where study subjects may experience a sequence of eve…
Dynamic Risk Prediction Triggered by Intermediate Events Using Survival Tree Ensembles
Yifei Sun, Sy Han Chiou, Colin O. Wu +2
With the availability of massive amounts of data from electronic health records and registry databases, incorporating time-varying patient information to improve risk prediction ha…
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…
Fast Accelerated Failure Time Modeling for Case-Cohort Data
Steven Chiou, Sangwook Kang, Jun Yan
Semiparametric accelerated failure time (AFT) models directly relate the predicted failure times to covariates and are a useful alternative to models that work on the hazard functi…
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…