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张大龙 · 2025年02月24日

各自的VAR是怎么算的?

NO.PZ2020011303000055

问题如下:

A one-year project has a 3% chance of losing USD 10million, a 7% chance of losing USD 3 million, and a 90% chance of gaining USD 1 million.

Situation 1:We can calculate that the VaR is USD 3 million and the expected shortfall (USD) is 7.2 when the confidence level is 95% and the time horizon is one year.

Situation 2:Suppose that there are two independent identical investments with the properties.We can calculate:


The VaR is 9 and ES is 9.534.

Q:Check whether (a) VaR or (b) expected shortfall satisfy the subadditivity axiom for a coherent risk measure for the investments.

选项:

A.

VaR does not satisfy subadditivity; ES satisfies subadditivity.

C.

Both VaR and ES satisfy subadditivity.

D.

Neither VaR nor ES satisfies subadditivity.

解释:

VaR does not satisfy the subadditivity condition because the VaR for two portfolios combined (9) is greater than the sum of the VaR for each portfolio individually(i.e.,9>3+3). Meanwhile, expected shortfall does satisfy the condition because its value for the two portfolios combined is less than the sum of each portfolios expected shortfall (i.e.,9.534 < 7.2 + 7.2).

在两个问题中,VaRES是否满足次可加性?

VaR并不满足次可加性,ES满足次可加性。

请问老师。单个投资,3%损失10,7%损益3。对应的超95%的最大值不是10么?为啥答案是3呢?

1 个答案

李坏_品职助教 · 2025年02月24日

嗨,努力学习的PZer你好:


10这个损失的概率只有3%,也就是这个损失的累积概率并没有达到5%。


既然题目是问95%的置信度,那么尾部概率是5%,我们必须让尾部概率累积到5%找到对应的损失值,那就是3了。因为3%的概率 + 7%的概率已经≥5%.



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