27 citations · 28 across the 3 of their papers we have counts for
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stat.ME2022★ 1 cited
Analyzing Clustered Continuous Response Variables with Ordinal Regression Models
Yuqi Tian, Bryan E. Shepherd, Chun Li +2
Continuous response variables often need to be transformed to meet regression modeling assumptions; however, finding the optimal transformation is challenging and results may vary…
stat.ME2016★ 27 cited
Robust Hybrid Learning for Estimating Personalized Dynamic Treatment Regimens
Ying Liu, Yuanjia Wang, Michael R. Kosorok +2
Dynamic treatment regimens (DTRs) are sequential decision rules tailored at each stage by potentially time-varying patient features and intermediate outcomes observed in previous s…
stat.ME2012
Efficient Semiparametric Estimation of Short-term and Long-term Hazard Ratios with Right-Censored Data
Guoqing Diao, Donglin Zeng, Song Yang
The proportional hazards assumption in the commonly used Cox model for censored failure time data is often violated in scientific studies. Yang and Prentice (2005) proposed a novel…