Suppose that X₁ ~ N(a₁, b₁²) and X₂ ~ N(a₂, b₂²) are independent. It then follows that

That is, any linear combination of independent normal random variables is normally distributed. Click on the buttons below to investigate the properties of the sum and the difference of two independent normal random variables. You can also investigate what happens when you multiply a normal random variable by a constant.