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卡布达 · 2020年04月25日

问一道题:NO.PZ2016070201000010 [ FRM II ]

问题如下:

All of the following items are generally considered advantages of non-parametric estimation methods except:

选项:

A.

ability to accommodate skewed data.

B.

availability of data.

C.

use of historical data.

D.

little or no reliance on covariance matrices

解释:

The use of historical data in non-parametric analysis is a disadvantage, not an advantage. If the estimation period was quiet (volatile) then the estimated risk measures may understate (overstate) the current risk level. Generally, the largest VaR cannot exceed the largest loss in the historical period. On the other hand, the remaining choices are all considered advantages of non-parametric methods. For instance, the non-parametric nature of the analysis can accommodate skewed data, data points are readily available, and there is no requirement for estimates or covariance matrices.

a为什么不选? hs难道反映了偏度吗

1 个答案
已采纳答案

品职答疑小助手雍 · 2020年04月25日

嗨,爱思考的PZer你好:


因为某些分布本身就不是正态分布或者其他一些特定的参数分布,它可能本身就是有偏的,金融行业里的损失有时候也会呈现右偏的情况,非参数法的话使用历史数据就可以反映这种偏态,而这个时候直接套用正态之类的分布反而不少,所以它说的是非参数法的优点。


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