Homepage › Solution manuals › Gilbert Strang › Linear Algebra and Learning from Data › Exercise 5.2.2
The variance σn2 for the convolution of n identical Gaussian N(0,σ2) is σn2 = σ12 + σ22 + ⋯ + σn2