3 papers
stat.ME2025
Efficient Semiparametric Inference for Distributed Data with Blockwise Missingness
Jingyue Huang, Huiyuan Wang, Yuqing Lei +1
We consider statistical inference for a finite-dimensional parameter in a regular semiparametric model under a distributed setting with blockwise missingness, where entire blocks o…
stat.ME2024
Sample Empirical Likelihood Methods for Causal Inference
Jingyue Huang, Changbao Wu, Leilei Zeng
Causal inference is crucial for understanding the true impact of interventions, policies, or actions, enabling informed decision-making and providing insights into the underlying m…
stat.ME2024
Pseudo-Empirical Likelihood Methods for Causal Inference
Jingyue Huang, Changbao Wu, Leilei Zeng
Causal inference problems have remained an important research topic over the past several decades due to their general applicability in assessing a treatment effect in many differe…