calculating RMS noise
Noise is added as RSS (Root Sum of Squares) but the noise itself is calculated as the sqrt (variance) - AKA the 1 sigma - the standard deviation.

Vn = sqrt(average((X-u)^2)) -> u = mean(X)

or

Vn = sqrt(average(X^2) -(average(X)^2)