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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 Local Modal Outer-Product-Gradient Estimator for Dimension Reduction
Zheng Li, Chong Ding, Wei Gao
Sufficient dimension reduction (SDR) is a valuable approach for handling high-dimensional data. Outer Product Gradient (OPG) is an popular approach. However, because of focusing th…