expected value

For a probability space $(\Omega ,\mathcal{F},P)$ and a random variable $X$, the expected value is defined as

$$\mathbb{E}[X]={\int }_{\Omega }XdP$$

using the Lebesgue integral.

Notes

Because this is defined using integration, then expected value is linear in terms of random variables and preserves order.