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stephanie_liu · 2021年04月19日

请讲下题,不太懂

NO.PZ2020010303000015

问题如下:

Which of the following about mixtures of distribution is correct?

选项:

A.

Mixtures cannot have skewness or excess kurtosis if their components have no skewness or excess kurtoisis.

B.

Mixtures can only have skewness but no excess kurtosis if their components have no skewness or excess kurtoisis.

C.

Mixtures can only have excess kurtosis but no skewness if their components have no skewness or excess kurtoisis.

D.

Mixtures can have both skewness and excess kurtosis even when their components have no skewness or excess kurtoisis.

解释:

D is correct.

Mixtures can have bothh skewness and excess kurtosis even when their components have no skewness or excess kurtoisis.

请讲下题,不太懂

1 个答案

品职答疑小助手雍 · 2021年04月19日

嗨,努力学习的PZer你好:


就是两个或几个分布(比如正态,t分布等等)混合在一起之后是否会有什么效果。

即使原始的分布没有偏度或者峰度,他们混合起来之后的分布依然会产生偏度和分布。

峰度我在这个例子里举了https://class.pzacademy.com/qa/60118。

偏度的,你就直接想两个分布的均值不一样的时候,混合起来会产生偏态。


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虽然现在很辛苦,但努力过的感觉真的很好,加油!