Gaussians Closed under Convolution

In §D.8 we show that

• the Fourier transform of a Gaussian is Gaussian, and in §D.2 that
• the product of any two Gaussians is Gaussian.

Therefore, it follows from the convolution theorem for Fourier transforms (§B.7) that the convolution of any two Gaussians is Gaussian.