On lead-lag estimation of non-synchronously observed point processes

Takaaki Shiotani, Takaki Hayashi, Yuta Koike

This paper introduces a new theoretical framework for analyzing lead-lag relationships between point processes, with a special focus on applications to high-frequency financial dat…