profit, variance and expected shortfall of the insurer’s risk. The aggregate claim amounts are assumed to be distributed as … the expected shortfall of the insurer’s risk. In the decision making process, we concentrate on multi-attribute decision …

to market extreme scenarios, incorporating the need of regulators and financial institutions in more sensitive risk … loss distribution. The findings show that our VaR estimations are able to capture the tail risk and react to market …