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stat.ME2026
High-Dimensional Two-Sample Inference via Marginal Likelihood-Ratio Rank Statistics
Xiaoxu Zhang, Long Feng
We develop a rank-based framework for high-dimensional two-sample testing that detects marginal distributional differences beyond means and variances. Three marginal likelihood-rat…
stat.ME2026
Rank-Based Tests for Mutual Independence of High-Dimensional Random Vectors via Norm
Ping Zhao, Hongfei Wang, Long Feng
We consider the problem of testing mutual independence among the components of a high-dimensional random vector. Building on the rank-based max-sum framework, we introduce fixed fi…