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hillock1122 · 2021年01月15日

问一道题:NO.PZ2018122701000059 [ FRM II ]

问题如下:

The dependence structure between the returns of financial assets plays an important role in risk measurement. For liquid markets, which of the following statements is incorrect?

选项:

A.

Correlation is a valid measure of dependence between random variables for only certain types of return distributions.

B.

Even if the return distributions of two assets have a correlation of zero, the returns of these assets are not necessarily independent.

C.

Copulas make it possible to model marginal distributions and the dependence structure separately. 

D.

Correlation estimates based on short lookback horizons (three months or less) are typically very stable.

解释:

D is correct.

考点 Copula Functions

解析:D选项涉及correlation有关的结论,correlation在经济好的时候比较低,在经济差的时候会增加,所以短期的相关性系数是不稳定的。

麻烦老师解释一下C选项什么意思?

2 个答案

小刘_品职助教 · 2021年01月17日

小刘_品职助教 · 2021年01月17日

同学你好,

这句表述可以这么理解,因为copulas的目的是简化统计模型的,最后表达式中G 那个函数代表的是 marginal distributions,然后F代表的是联合累计分布函数,这个其实对应的dependence structure,具体可以看一下下面这个图片。

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NO.PZ2018122701000059 问题如下 The pennstructure between the returns of financiassets plays important role in risk measurement. For liquid markets, whiof the following statements is incorrect? Correlation is a valimeasure of pennce between ranm variables for only certain types of return stributions. Even if the return stributions of two assets have a correlation of zero, the returns of these assets are not necessarily inpennt. Copulmake it possible to mol marginal stributions anthe pennstructure separately.  Correlation estimates baseon short lookbahorizons (three months or less) are typically very stable. is correct. 考点 Copula Functions解析及correlation有关的结论,correlation在经济好的时候比较低,在经济差的时候会增加,所以短期的相关性系数是不稳定的。 necessarily inpennt是啥意思。。。

2024-04-23 05:16 1 · 回答

NO.PZ2018122701000059 Even if the return stributions of two assets have a correlation of zero, the returns of these assets are not necessarily inpennt. Copulmake it possible to mol marginstributions anthe pennstructure separately.  Correlation estimates baseon short lookbahorizons (three months or less) are typically very stable. is correct. 考点 Copula Functions 解析及correlation有关的结论,correlation在经济好的时候比较低,在经济差的时候会增加,所以短期的相关性系数是不稳定的。 老师,麻烦可以一下A吗?谢谢!

2021-08-24 07:58 1 · 回答

NO.PZ2018122701000059 短期内经济不会发生大的变动,为什么correlation estimate不是stable的呢?

2021-08-01 11:37 1 · 回答