@kuzand  np.std(), np.var() have an additional parameter ddof which is the degrees of freedom. Type in x.std(1,ddof=1) and you’ll get the same answer. Regarding transforms, all ddof does is to divide by a different denominator, so I don’t think that will affect it much. Look at this thread here 130.