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stat.ME2024
A Liberating Framework from Truncation and Censoring, with Application to Learning Treatment Effects
Yuyao Wang, Andrew Ying, Ronghui Xu
Time-to-event outcomes are often subject to left truncation and right censoring. While many survival analysis methods have been developed to handle truncation and censoring, majori…
stat.ME2024
Incremental Causal Effect for Time to Treatment Initialization
Andrew Ying, Zhichen Zhao, Ronghui Xu
We consider time to treatment initialization. This can commonly occur in preventive medicine, such as disease screening and vaccination; it can also occur with non-fatal health con…