No σ for you!

[Albert Chan]

Thanks for the question!

My statistics book say n-1 denominator because of n-1 degrees of freedom, but it just felt made up.
(if this explanation is true, then mean should divide by n-1 too!)

Here is the proof




P.S. Part 1 and 2 is worth watching too.