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标题: Normal distribution question [打印本页]

作者: xiaotutu    时间: 2011-7-13 17:04     标题: Normal distribution question

Which of the following is not a characteristic of a normal distribution?

A. Excess kurtosis
B. Skewness
C. Kurtosis

this comes from the BSAS level 1 practice test (afternoon). The answer is A but can't it also be B as well? page 392 of the reading says that a normal distribution has a skewness of 0.
作者: kasinkei    时间: 2011-7-13 17:04

It is just like asking whether normal distribution has mean or excess mean (if it is such a word). Yes it has mean and the mean value =0. Key word is "characteristic". You will not likely to have those kinds of questions in exam where it is likely to be misunderstood. CFAI are careful in wording questions
作者: suyash1989    时间: 2011-7-13 17:04

oh that makes sense. dumb question.
作者: ajpheif16    时间: 2011-7-13 17:04

Normal Dist has skewness of 0, and kurtosis of 3.

Excess kurtosis is the distribution's kurtosis minus 3. Any non-zero number means the distribution has excess kurtosis.

So the normal dist has skewness, and has kurtosis, but it does not have excess kurtosis.




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