2 papers
stat.ME2026
Minimum free energy randomized design to improve covariate balance
Haolin Chen, Jun Yu
``Block what you can and randomize what you cannot'' is the core principle for treatment effect estimation in randomized controlled trials. Although a wealth of allocation strategi…
stat.ME2024
Multi-resolution subsampling for large-scale linear classification
Haolin Chen, Holger Dette, Jun Yu
Subsampling is one of the popular methods to balance statistical efficiency and computational efficiency in the big data era. Most approaches aim at selecting informative or repres…