Showing stat.MEShow all
2 papers · 1 filter
stat.ME2026
RobustiPy: An efficient next generation multiversal library with model selection, averaging, resampling, and explainable artificial intelligence
Daniel Valdenegro, Jiani Yan, Duiyi Dai +1
Scientific inference is often undermined by the vast but rarely explored "multiverse" of defensible modelling choices, which can generate results as variable as the phenomena under…
stat.ME2025
Machine-Learning-Assisted Comparison of Regression Functions
Jian Yan, Zhuoxi Li, Yang Ning +1
We revisit the classical problem of comparing regression functions, a fundamental question in statistical inference with broad relevance to modern applications such as data integra…