An Efficient Online Algorithm for Computing Chatterjee Correlation Using Quantile Sketches

SUMMARY & CONCLUSIONSChatterjee’s ξ-correlation is a powerful, rank-based dependence measure that captures a wide range of functional relationships between variables. While its statistical advantages over classical methods like Pearson or Spearman correlation are well documented, the computational c... View More