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stat.ME2025
Design of Experiments for Emulations: A Selective Review from a Modeling Perspective
Xinwei Deng, Lulu Kang, C. Devon Lin
Space-filling designs are crucial for efficient computer experiments, enabling accurate surrogate modeling and uncertainty quantification in many scientific and engineering applica…
stat.ME2024
Collaborative Design of Controlled Experiments in the Presence of Subject Covariates
William Fisher, Qiong Zhang, Lulu Kang +1
We consider the optimal experimental design problem of allocating subjects to treatment or control when subjects participate in multiple, separate controlled experiments within a s…
stat.ME2024
Collaborative Analysis for Paired A/B Testing Experiments
Qiong Zhang, Lulu Kang, Xinwei Deng
With the extensive use of digital devices, online experimental platforms are commonly used to conduct experiments to collect data for evaluating different variations of products, a…