13 citations · 30 across the 9 of their papers we have counts for
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math.ST2016★ 1 cited
Novel Criteria to Exclude the Surrogate Paradox and Their Optimalities
Yunjian Yin, Lan Liu, Zhi Geng +1
When the primary outcome is hard to collect, surrogate endpoint is typically used as a substitute. However, even when the treatment has a positive average causal effect (ACE) on th…
stat.ME2016★ 13 cited
Semiparametric Estimation with Data Missing Not at Random Using an Instrumental Variable
BaoLuo Sun, Lan Liu, Wang Miao +3
Missing data occur frequently in empirical studies in health and social sciences, often compromising our ability to make accurate inferences. An outcome is said to be missing not a…
stat.ME2016★ 3 cited
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…