6 citations · 8 across the 4 of their papers we have counts for
4 papers
Proximal Causal Inference without Uniqueness Assumptions
Jeffrey Zhang, Wei Li, Wang Miao +1
We consider identification and inference about a counterfactual outcome mean when there is unmeasured confounding using tools from proximal causal inference (Miao et al. [2018], Tc…
Identification and estimation of causal effects in the presence of confounded principal strata
Shanshan Luo, Wei Li, Wang Miao +1
The principal stratification has become a popular tool to address a broad class of causal inference questions, particularly in dealing with non-compliance and truncation-by-death p…
Causal Mediation Analysis with Multiple Treatments and Latent Confounders
Wei Li, Chunchen Liu, Zhi Geng +1
Causal mediation analysis is used to evaluate direct and indirect causal effects of a treatment on an outcome of interest through an intermediate variable or a mediator.It is diffi…
On rank estimators in increasing dimensions
Yanqin Fan, Fang Han, Wei Li +1
The family of rank estimators, including Han's maximum rank correlation (Han, 1987) as a notable example, has been widely exploited in studying regression problems. For these estim…