Question

What do you mean by standard deviation is of independent of origin but not of scale?

Answer 1

The mean is affected by a change of both but standard deviation is only affected by a change in scale. To “normalize” data is to change its origin and scale such that the resultant mean is and the standard deviation is . ... You need to draw two axes and represent the data. The origin is where both variables are zero.