2 papers
stat.ME2025
Estimation of Treatment Effects based on Kernel Matching
Chong Ding, Zheng Li, Hon Keung Tony Ng +1
Kernel matching is a widely used technique for estimating treatment effects, particularly valuable in observational studies where randomized controlled trials are not feasible. Whi…
stat.ME2024
A Principal Square Response Forward Regression Method for Dimension Reduction
Zheng Li, Yunhao Wang, Wei Gao +1
Dimension reduction techniques, such as Sufficient Dimension Reduction (SDR), are indispensable for analyzing high-dimensional datasets. This paper introduces a novel SDR method na…