Necessary and sufficient condition for CLT of linear spectral statistics of sample correlation matrices

Yanpeng Li, Guangming Pan, Jiahui Xie +1

In this paper, we establish the central limit theorem (CLT) for the linear spectral statistics (LSS) of sample correlation matrix $R$, constructed from a $p\times n$ data matrix $X…