Normal distribution : A normal distribution with mean $\mu$ and standard deviation $\sigma$ is the distribution with the density given by $\frac{1}{\sqrt{2\pi\sigma^2}} e^{-\frac{(x-\mu)^2}{2\sigma^2}}$ A special property of the normal distribution is that the sum of two normally distributed random variables again has a normal distribution.