Let X be a random variable with mean μ and standard deviation Ï. The skewness of X

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Let X be a random variable with mean μ and standard deviation σ. The skewness of X is defined as

E[(X – µ)*] skew(X) =

Skewness is a measure of the asymmetry of a distribution. Distributions that are symmetric about μ have skewness equal to 0. Distributions that are right skewed have positive skewness. Left-skewed distributions have negative skewness.

(a) Show that

E[X*] – 3µo? – µ skew(X) =

(b) Use the mgfs to find the skewness of the exponential distribution with parameter λ.
(c) Use the mgfs to find the skewness of a normal distribution.

Distribution
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