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考拉 · 2023年12月23日

平滑后,和其他资产的相关性是变小还是变大呢?为什么?

NO.PZ2022122601000044

问题如下:

O'Reilly responds: Another bias results from the use of appraisal data in the absence of market transaction data. Appraisal values tend to be less volatile than market determined values for identical assets. The result is that calculated correlations with other assets tend to be biased upward in absolute value compared with the true correlations, and the true variance of the asset is biased downward.

With respect to his explanation of appraisal data bias, O'Reilly most likely is:

选项:

A.incorrect, because the true variance of the asset is biased upward. B.incorrect, because calculated correlations with other assets tend to be biased downward in absolute value C.

correct

解释:

Correct Answer: B

O'Reilly's explanation of appraisal data bias is incorrect because calculated correlations with other assets tend to be smaller in absolute value compared with the true correlations. O'Reilly is correct in that appraisal values tend to be less volatile than market-determined values for identical assets, and the true variance (and standard deviation) of the asset is biased downward.

中文解析:

O'Reilly对评估数据偏差的解释是不正确的,因为与其他资产的计算相关性在绝对值上往往小于真实相关性。O'Reilly是正确的,因为对于相同的资产,评估值往往比市场决定的价值波动更小,而且资产的真实方差(和标准差)是向下倾斜的。

平滑后,和其他资产的相关性是变小还是变大呢?为什么?有什么逻辑去解释?

1 个答案
已采纳答案

源_品职助教 · 2023年12月23日

嗨,努力学习的PZer你好:


平滑后相关性降低了。

因为平滑数据丢失了原先数据的没某些特征。

比如原先两组数据AB都是震荡上行的结构,现在把其中一组数据A做平滑,变为直线上行。

那么平滑后的数据和原先A'和B的相关性就没有原先那么高了。

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努力的时光都是限量版,加油!

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