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stat.ME2017★ 1 cited
On the Individual Surrogate Paradox
Linquan Ma, Yunjian Yin, Lan Liu +1
When the primary outcome is difficult to collect, surrogate endpoint is typically used as a substitute. It is possible that for every individual, treatment has a positive effect on…
stat.ME2016
Assessing the Treatment Effect Heterogeneity with a Latent Variable
Yunjian Yin, Lan Liu, Zhi Geng
The average treatment effect (ATE) is popularly used to assess the treatment effect. However, the ATE implicitly assumes a homogenous treatment effect even amongst individuals with…