Jiaxin Qiu

On eigenvalues of sample covariance matrices based on high dimensional compositional data

2023 · arXiv (Cornell University)

This paper studies the asymptotic spectral properties of the sample covariance matrix for high dimensional compositional data, including the limiting spectral distribution, the limit of extreme eigenvalues, and the central limit theorem for linear spectral …