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math.ST2025

Spectral analysis of large dimensional Chatterjee's rank correlation matrix

Zhaorui Dong, Fang Han, Jianfeng Yao

This paper studies the spectral behavior of large dimensional Chatterjee's rank correlation matrix when observations are independent draws from a high-dimensional random vector wit…