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stat.ME2026
The Role of Measured Covariates in Assessing Sensitivity to Unmeasured Confounding
Abhinandan Dalal, Iris Horng, Yang Feng +1
Sensitivity analysis is widely used to assess the robustness of causal conclusions in observational studies, yet its interaction with the structure of measured covariates is often…
stat.ME2016
Post Selection Shrinkage Estimation for High Dimensional Data Analysis
Xiaoli Gao, S. E. Ahmed, Yang Feng
In high-dimensional data settings where , many penalized regularization approaches were studied for simultaneous variable selection and estimation. However, with the existe…