Homogeneity test of several covariance matrices with high-dimensional data

Abstract

This article not only presents a test based on the well-known Box M test for testing the equality of several covariance matrices with high-dimensional data, but also gives the asymptotic distribution of the proposed test. Simulation and experimental studies illustrate that the proposed test performs well and can compete with other five known tests.