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math.ST2014
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 high-dimensional sub-vectors of a normal vector, with fixed positive integer . A natural high-dimensional exte…
math.ST2014★ 6 cited
Canonical correlation coefficients of high-dimensional normal vectors: finite rank case
Zhigang Bao, Jiang Hu, Guangming Pan +1
Consider a normal vector , consisting of two sub-vectors and with dimensions and respectively. With ind…