2 citations · 4 across the 4 of their papers we have counts for
4 papers
Confidence Band Estimation for Survival Random Forests
Sarah Elizabeth Formentini, Wei Liang, Ruoqing Zhu
Survival random forest is a popular machine learning tool for modeling censored survival data. However, there is currently no statistically valid and computationally feasible appro…
Empirical Likelihood-Based Estimation and Inference in Randomized Controlled Trials with High-Dimensional Covariates
Wei Liang, Ying Yan
In this paper, we propose a data-adaptive empirical likelihood-based approach for treatment effect estimation and inference, which overcomes the obstacle of the traditional empiric…
Empirical Likelihood Weighted Estimation of Average Treatment Effects
Yuanyao Tan, Xialing Wen, Wei Liang +1
There has been growing attention on how to effectively and objectively use covariate information when the primary goal is to estimate the average treatment effect (ATE) in randomiz…
Empirical Likelihood for Right Censored Lifetime Data
Shuyuan He, Wei Liang, Junshan Shen +1
This paper considers the empirical likelihood (EL) construction of confidence intervals for a linear functional based on right censored lifetime data. Many of the results in litera…