Independence test for high dimensional data based on regularized canonical correlation coefficients

Yanrong Yang, Guangming Pan

This paper proposes a new statistic to test independence between two high dimensional random vectors $\mathbf{X}:p_1\times 1$ and $\mathbf{Y}:p_2\times 1$. The proposed statistic…