A Modified Dependence Measure Related to Chatterjee's Rank Correlation: Theoretical Properties and Asymptotic Analysis

Chuancun Yin

In his recent breakthrough work [JASA, 2021], Chatterjee proposed a rank-based correlation coefficient $\xi (X,Y)$ to measure the dependence of a random variable $Y$ on $X$. Unlike cl…