Value at risk (VaR) and expected shortfall (ES) are common high quantile-based measures adopted in financial regulations management. In this paper, we propose a tail measure based on the most probable maximum size of events (MPMR) that can occur over length time. MPMR underscores dependence management time frame. Unlike VaR ES, does not require specifying confidence level. We derive analyticall...