A Robust high dimensional correlation matrices statistic for covariance singularity with outlier

High-dimensional data analysis often challenges classical statistical methods due to covariance matrix singularity and sensitivity to outliers. Jennrich’s statistic is a classical method for testing the equality of correlation matrices. However, its assumptions of normality and well-conditioned corr...

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