Market reaction to the merger announcements of US banks: A non-parametric X-efficiency framework

The findings of the cross sectional analysis show that the CARs of acquirers are positively related to their technical efficiency and geographic diversification, while targets' CARs are negatively related to both target size and revenue efficiency.