Non-Gaussian fluctuations for traces of squared sample correlation matrices in high dimensions

Johannes Heiny, Xuechun Hu, Felix Seo

We provide limit theory for the trace of the squared sample correlation matrix $\mathbf{R}$, constructed from $n$ observations of a $p$-dimensional random vector with iid components…