Assessing bivariate independence: Revisiting Bergsma's covariance

Divya Kappara, Arup Bose, Madhuchhanda Bhattacharjee

Bergsma (2006) proposed a covariance $\kappa$(X,Y) between random variables X and Y. He derived their asymptotic distributions under the null hypothesis of independence between X and Y.…