Consistent complete independence test in high dimensions based on Chatterjee correlation coefficient

Liqi Xia, Ruiyuan Cao, Jiang Du +1

In this article, we consider the complete independence test of high-dimensional data. Based on Chatterjee coefficient, we pioneer the development of quadratic test and extreme valu…