2 papers
stat.ME2018
On High Dimensional Covariate Adjustment for Estimating Causal Effects in Randomized Trials with Survival Outcomes
Ran Dai, Cheng Zheng, Mei-Jie Zhang
The purpose of this work is to improve the efficiency in estimating the average causal effect (ACE) on the survival scale where right-censoring exists and high-dimensional covariat…
stat.ME2016
Instrumental Variable with Competing Risk Model
Cheng Zheng, Ran Dai, Parameswaran Hari +1
In this paper, we discuss causal inference on the efficacy of a treatment or medication on a time-to-event outcome with competing risks. Although the treatment group can be randomi…