Skewness of Gamma Distribution/Proof 1

Proof
From Skewness in terms of Non-Central Moments, we have:


 * $\gamma_1 = \dfrac {\expect {X^3} - 3 \mu \sigma^2 - \mu^3} {\sigma^3}$

where:
 * $\mu$ is the expectation of $X$.
 * $\sigma$ is the standard deviation of $X$.

By Expectation of Gamma Distribution, we have:


 * $\mu = \dfrac \alpha \beta$

By Variance of Gamma Distribution, we have:


 * $\sigma = \dfrac {\sqrt \alpha} \beta$

To calculate $\gamma_1$, we must calculate $\expect {X^3}$.

From Moment in terms of Moment Generating Function:
 * $\expect {X^n} = \map { {M_X}^{\paren n} } 0$

where $M_X$ is the moment generating function of $X$.

From Moment Generating Function of Gamma Distribution: Third Moment:


 * $\map { {M_X}'''} t = \dfrac {\beta^\alpha \alpha \paren {\alpha + 1} \paren {\alpha + 2} } {\paren {\beta - t}^{\alpha + 3} }$

Setting $t = 0$:

So: