On the estimation of high-dimensional integrated covariance matrix based on high-frequency data with multiple transactions

Moming Wang, Ningning Xia, You Zhou

Due to the mechanism of recording, the presence of multiple transactions at each recording time becomes a common feature for high-frequency data in financial market. Using random m…