association measure 1computational efficiency 1independence testing 1mixed-type data 1nonparametric methods 1
From the 1 of 2 linked papers with an AI index.
2 papers
stat.ME2026
An association measure for mixed-type variables
Yongjae Kim, Haeun Moon, Sungkyu Jung
The paper introduces a label‑invariant, normalized measure of association for a real‑valued variable and a categorical variable, along with a fast O(n log n) estimator and associat…
stat.ME2025
Augmented Doubly Robust Post-Imputation Inference for Proteomic Data
Haeun Moon, Jin-Hong Du, Jing Lei +1
Quantitative measurements produced by mass spectrometry proteomics experiments offer a direct way to explore the role of proteins in molecular mechanisms. However, analysis of such…