2 papers
econ.EM2026
Optimal Control Variates for Survey Sampling and Causal Inference
Jinglong Zhao
We propose a family of control variate estimators for variance reduction in design-based survey sampling and causal inference, with and without interference. In these settings, inv…
stat.ME2024
Experimental Design For Causal Inference Through An Optimization Lens
Jinglong Zhao
The study of experimental design offers tremendous benefits for answering causal questions across a wide range of applications, including agricultural experiments, clinical trials,…