Existence of Lower Order Moments

Theorem

Let:

• $X$ random variable
• $m\in \mathbb{P}$
• $k\in \mathbb{P},k\le m$

If $E(X^m)$ exists, then $E(X^k)$ exists

If a higher-order moment exists, then all lower-order moments must also exist