Xinbo Ai

Adjust Pearson's $r$ to Measure Arbitrary Monotone Dependence

Pearson's $r$, the most widely-used correlation coefficient, is traditionally regarded as exclusively capturing linear dependence, leading to its discouragement in contexts involving nonlinear relationships. However, recent research challenges this notion, suggesting that Pearson's $r$ should not be…