Generalized Pearson correlation squares for capturing mixtures of bivariate linear dependences

Jingyi Jessica Li, Xin Tong, Peter J. Bickel

Motivated by the pressing needs for capturing complex but interpretable variable relationships in scientific research, here we generalize the squared Pearson correlation to capture…