Unveiling Formulaic Bias and Data Loss in the Hayashi-Yoshida Estimator for Asynchronous Data

The Hayashi-Yoshida estimator exhibits an intrinsic, telescoping property that leads to a computational bias, resulting in data loss by cancelling out potentially relevant data points, the nonextant data points.