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410140980 · 2022年03月21日

怎么判断confidence level是指的计算VAR的还是验证模型的?

NO.PZ2018122701000035

问题如下:

You are backtesting a bank’s VaR model. Currently, the bank calculates a 1-day VaR at the 99% confidence level, and you are recommending that is switch to a 95% confidence level. Which of the following statements concerning this switch is correct?

选项:

A.

The 95% VaR model is less likely to be rejected using backtesting than the 99% VaR model.

B.

When validating with backtesting at the 90% confidence level, there is a smaller probability of incorrectly rejecting a 95% VaR model when it is valid than a 99% VaR model.

C.

The decision to accept or reject a VaR model based on backtesting results is more reliable with a 95% confidence level VaR model than with a 99% confidence level model.

D.

When backtesting using a 90% confidence level, there is a smaller probability of committing a type I error when backtesting a 95% VaR model than with a 99% VaR model.

解释:

C is correct.

考点 Backtesting VaR

解析 The concept tested here is the understanding of the difference between the VaR parameter for confidence (here, namely 95% vs 99%) and the validation procedure confidence level, and how they interact with one another. Using a VaR confidence level creates a narrower rejection region by allowing a greater number of exceptions to be generated. This in turn increases the power of the backtesting process and makes for a more reliable test.

怎么判断confidence level是指的计算VAR的还是验证模型的?我在题干中看以为是考察计算VAR的自信水平从99%下降到95%

1 个答案
已采纳答案

DD仔_品职助教 · 2022年03月21日

嗨,从没放弃的小努力你好:


同学你好,

题目一开始就说他在做回测,考察的是1day的VAR在99%置信区间下的情况。

如果说的是VAR模型的置信区间题目会说是1day百分之多少的VAR。

关于这个考点,只有说是回测的置信区间才会有考察的地方,针对VAR模型的置信区间变化没啥考的,就是VAR值根据z值大小变了一下。

之后经典题课程会讲解很多道这个类型的题目,同学可以多关注一下经典题。

----------------------------------------------
努力的时光都是限量版,加油!

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