Optimal covariance matrix estimation for high-dimensional noise in high-frequency data

Jinyuan Chang, Qiao Hu, Cheng Liu +1

We consider high-dimensional measurement errors with high-frequency data. Our objective is on recovering the high-dimensional cross-sectional covariance matrix of the random errors…