2 papers
stat.ME2020
SMIM: a unified framework of Survival sensitivity analysis using Multiple Imputation and Martingale
Shu Yang, Yilong Zhang, Guanghan Frank Liu +1
Censored survival data are common in clinical trial studies. We propose a unified framework for sensitivity analysis to censoring at random in survival data using multiple imputati…
stat.ME2019
A Unified Inference Framework for Multiple Imputation Using Martingales
Qian Guan, Shu Yang
Multiple imputation is widely used to handle missing data. Although Rubin's combining rule is simple, it is not clear whether or not the standard multiple imputation inference is c…