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世纪之龙5 · 2024年03月17日

描述1为什么是对的

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。

如题

1 个答案
已采纳答案

pzqa39 · 2024年03月18日

嗨,努力学习的PZer你好:


VaR的置信水平是指在特定时间范围内,预测损失不会超过某一预定值的概率。例如,95%的置信水平意味着理论上有95%的概率,实际损失将不会超过VaR估计的损失,而有5%的概率实际损失会超过该估计值(这个出现的次数就是exception)。所以出现exceptions的频率(即损失超过VaR预测的次数)和置信水平是相关的。

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努力的时光都是限量版,加油!

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