Detection Capability of Residual X-Chart for Stationary Reversible ARMA Process Data

In the statistical process control environment a primary method to deal with auto-correlated data is the use of a residual chart. The detection capability of the residual X-Chart for the stationary reversible ARMA process will be studied in this paper. Conditions under which the residual X-Chart reduces or increases the detection capability are given.