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Churning · 2019年11月23日

问一道题:NO.PZ2018070201000064

问题如下:

Eunice, an analyst from an investment company, recently made the following statements about an equally-weighted portfolio consisting of a large number of assets:

Statement 1: Average variance of the individual assets contributes the most to the volatility of the portfolio.

Statement 2: Standard deviation of the individual assets contributes the most to the volatility of the portfolio.

Statement 3: Average covariance between all pairs of assets contributes the most to the volatility of the portfolio.

Which statement is most correct?

选项:

A.

Statement 1.

B.

Statement 2.

C.

Statement 3.

解释:

C is correct.

As the number of assets in the same weighting portfolio increases, the co-movement between assets also increases. As the number of assets contained in the equally weighted portfolio increases, the contribution of each individual asset's variance to portfolio volatility decreases.The following equation for the variance of an equally weighted portfolio illustrates these points:

σ p 2 = σ -2 N + N1 N COV ¯ = σ -2 N + N1 N ρ ¯ σ ¯ 2

老师 这道题没有很理解 能详细解答下吗。 我自己的理解是 当这个资产数量很多时 因为他题目里说a large number of ,然后那个equal weighted的式子 cov的影响很大,那根据cov的式子 单个资产的方差不是会影响吗 选b这样

1 个答案
已采纳答案

星星_品职助教 · 2019年11月23日

同学你好,

这道题首先要记忆一个结论,就是当资产数量很多的时候,协方差对于整个组合的方差的影响要大于单个资产的方差。

这个结论可以从答案解析里那个公式得到,这个公式其实有几个前提假设,首先各个资产的方差都相同,其次各个资产两两之间协方差都相同,最后就是equally weighted。可以从公式中观察到组合方差是单个资产方差和协方差之间的加权平均,但协方差的权重(当N很大时)要远大于方差的权重,事实上只要N>2,协方差的权重就会更大,也就是对组合方差影响的更多。这个公式的推导过程的意义不大,建议直接从加权平均的角度进行记忆。

所以单个资产的方差虽然也会影响组合方差,但是影响程度没有协方差那么大,加油

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