Showing 2026Show all
2 papers · 1 filter
stat.ME2026
Subgroup analysis in randomized controlled trials with binary outcomes: dilution and logic-respecting properties
Long-Hao Xu, Yang Han, Tim Friede
Subgroup analysis is routinely used in randomized controlled trials to examine whether treatment effects are homogeneous across patient subgroups or differ because of treatment-eff…
stat.ME2026
Label Noise Cleaning for Supervised Classification via Bernoulli Random Sampling
Yuxin Liu, Xiong Jin, Yang Han
Label noise - incorrect labels assigned to observations - can substantially degrade the performance of supervised classifiers. This paper proposes a label noise cleaning method bas…