Spectral analysis of spatial-sign covariance matrices for heavy-tailed data with dependence

Hantao Chen, Cheng Wang

This paper investigates the spectral properties of spatial-sign covariance matrices, a self-normalized version of sample covariance matrices, for data from $\alpha$-regularly varying po…