Expectation of Linear Transformation of Random Variable

Theorem
Let $X$ be a random variable.

Let $a, b$ be real numbers.

Then we have:


 * $\expect {a X + b} = a \expect X + b$

where $\expect X$ denotes the expectation of $X$.