Covariance of Linear Combination of Random Variables with Another

Theorem
Let $X, Y, Z$ be random variables.

Let $a, b$ be real numbers.

Then:


 * $\cov {a X + b Y, Z} = a \cov {X, Z} + b \cov {Y, Z}$