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上小学 · 2023年03月11日

每日波动计算正确,但是为何不使用 Z乘 每日波动呢?这个公式不适用吗?为啥不能用?

NO.PZ2020011303000068

问题如下:

Consider a position consisting of a USD 10,000 investment in asset X and a USD 20,000 investment in asset Y. Assume that the daily volatilities of X and Y are 1% and 2% and that the coefficient of correlation between their returns is 0.3. What is the five-day VaR with a 97% confidence level?

解释:

The standard deviation of the daily changes in the assets are (in USD) 100 and 400. The standard deviation of the daily change in the portfolio is (100^2+400^2+2×100×400×0.3)^0.5=440.5

The standard deviation of the five-day change is the square root of 5 multiplied by the one-day standard deviation, which is USD 984.9. The 97% VaR is 1.88 times this, which is USD 1852.4.

题目问:有一个头寸包含10,000$的资产X20,000$的资产Y,假设每日波动是1%2%,相关系数是0.3,求597%VaR?

每日波动的dollar值:X=10,000*1%=100Y=20,000*2%=400

组合每日的波动=(100^2+400^2+2×100×400×0.3)^0.5=440.5

597%VAR=440.5*(5)^0.5*1.88=1852.4

U 减去Z 乘波动公式不能适用吗?和例题一样啊。反而解题公式没看到过。请详细说说。为啥不能用讲义上的公式,十分困惑。多谢

2 个答案
已采纳答案

DD仔_品职助教 · 2023年03月11日

嗨,从没放弃的小努力你好:


同学你好,

这题没写均值是多少,这种情况下我们金认为均值μ(ps.均值的符号是μ不是U)为0。

这道题是组合求VaR,给出了组合中两个资产的σ情况,这种题可以先求组合sigma,然后再dollar化求VaR。或者先求组合%形式的VaR再求组合的VaR都行。具体喜欢哪种方法看自己,下面是这两种解法的具体步骤:

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加油吧,让我们一起遇见更好的自己!

上小学 · 2023年03月14日

这个题目解释的非常清楚,多谢了

DD仔_品职助教 · 2023年03月14日

嗨,努力学习的PZer你好:


加油呢!!

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虽然现在很辛苦,但努力过的感觉真的很好,加油!

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