Phase transition of Schott's statistic for high-dimensional heavy-tailed data

Hantao Chen, Guangming Pan, Cheng Wang

Consider Schott's statistic (Schott, 2005) defined as the squared Frobenius norm of the sample correlation matrix for data from $\hat{I}\pm$-regularly varying populations. We investigate i…