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水瓶公主 · 2024年02月24日

例外的个数

NO.PZ2018122701000032

问题如下:

Below are statements about verifying the accuracy of a VAR model by its failure rate. The least appropriate statements should be:

I. The frequency of exceptions in the model is related to its confidence level.

II. If the log-likelihood ratio is large than 3.84, we should reject the hypothesis that the model is correct (Kupiec, 1995).

III. A small confidence level VAR model is difficult to backtest, as the small number of exceptions barely provide useful information.

IV. There is a tradeoff between the probability of rejecting an accurate model and the probability of accepting an inaccurate model, when considering the number of exceptions

选项:

A.

I and IV

B.

II only

C.

III only

D.

II and IV

解释:

C is correct.

考点 Backtesting VaR

解析 回测high confidence level的VaR模型比较困难,III说反了。

A选项感觉应该是例外的个数,这里写的频率是不是有点问题

1 个答案

品职答疑小助手雍 · 2024年02月25日

同学你好,这个frequency 不管翻译成例外的个数或者例外的比例或者例外的频率,都不影响A是对的。

假设一亿个收益率,它exception的频率、个数、比率都和confidence level有关。

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