Control charts usually present a graphic display of process stability and/or instability with time, from which the you can determine mean and standard deviation.

Control charts based on nonparametric regression are particularly useful when the in-control (IC) or out-of-control (OC) relationship is too complicated to be specified parametrically. This paper ...