开发者:上海品职教育科技有限公司 隐私政策详情

应用版本:4.2.11(IOS)|3.2.5(安卓)APP下载

爱晒太阳的猫 · 2021年04月09日

选项4的trade off改如何理解?谢谢

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。

选项4的trade off改如何理解?

1 个答案
已采纳答案

品职答疑小助手雍 · 2021年04月09日

嗨,努力学习的PZer你好:


这个其实跟统计里的第一类错误第二类错误两者此消彼长是一样的,MR的backtesting var里去真和存伪两种错误此消彼长,增加或者减少confidence level造成的就是这个结果,所以在这之间需要trade off。

----------------------------------------------
就算太阳没有迎着我们而来,我们正在朝着它而去,加油!

  • 1

    回答
  • 1

    关注
  • 656

    浏览
相关问题

NO.PZ2018122701000032 问题如下 Below are statements about verifying theaccuraof a Vmol its failure rate. The least appropriate statementsshoulbe: I. The frequenof exceptions inthe mol is relateto its confinlevel. II. If the log-likelihooratio islarge th3.84, we shoulrejethe hypothesis ththe mol is corre(Kupiec,1995).III. A small confinlevel VARmol is fficult to backtest, the small number of exceptions barelyprovi useful information. IV.There is a traoff between the probability of rejecting accurate mol anhe probability of accepting inaccurate mol, when consiring the numberof exceptions I anIV II only III only II anIV C is correct. 考点 Backtesting V 解析 回测high confinlevel的VaR模型比较困难,III说反了。 如题

2024-03-17 18:59 1 · 回答

NO.PZ2018122701000032 问题如下 Below are statements about verifying theaccuraof a Vmol its failure rate. The least appropriate statementsshoulbe: I. The frequenof exceptions inthe mol is relateto its confinlevel. II. If the log-likelihooratio islarge th3.84, we shoulrejethe hypothesis ththe mol is corre(Kupiec,1995).III. A small confinlevel VARmol is fficult to backtest, the small number of exceptions barelyprovi useful information. IV.There is a traoff between the probability of rejecting accurate mol anhe probability of accepting inaccurate mol, when consiring the numberof exceptions I anIV II only III only II anIV C is correct. 考点 Backtesting V 解析 回测high confinlevel的VaR模型比较困难,III说反了。 如题

2024-03-05 02:14 1 · 回答

NO.PZ2018122701000032问题如下 Below are statements about verifying theaccuraof a Vmol its failure rate. The least appropriate statementsshoulbe: I. The frequenof exceptions inthe mol is relateto its confinlevel. II. If the log-likelihooratio islarge th3.84, we shoulrejethe hypothesis ththe mol is corre(Kupiec,1995).III. A small confinlevel VARmol is fficult to backtest, the small number of exceptions barelyprovi useful information. IV.There is a traoff between the probability of rejecting accurate mol anhe probability of accepting inaccurate mol, when consiring the numberof exceptions I anIV II only III only II anIV C is correct. 考点 Backtesting V 解析 回测high confinlevel的VaR模型比较困难,III说反了。 A感觉应该是例外的个数,这里写的频率是不是有点问题

2024-02-24 22:25 1 · 回答

II only III only II anIV C is correct. 考点 Backtesting V解析 回测high confinlevel的VaR模型比较困难,III说反了。 为什么说回测high confinlevel的模型比较困难?没在讲义中找到……

2021-03-13 16:27 1 · 回答