The quadratic mean is a special case of the power mean statistics , corresponding to the value of the parameter. The quadratic mean is a synonym of root mean square.
The quadratic mean is used as a measure of “effective magnitude” of a set of non-negative values. This measure is scale invariant but not shift invariant.