Test of Independence for High-dimensional Random Vectors Based on Block Correlation Matrices

Zhigang Bao, Jiang Hu, Guangming Pan +1

In this paper, we are concerned with the independence test for $k$ high-dimensional sub-vectors of a normal vector, with fixed positive integer $k$. A natural high-dimensional exte…