**3.1. Introduction**

In this section, a heuristic threshold policy is applied in phase II of a control charting procedure to not only detect the states of a multivariate quality control system, but also to diagnose the quality characteristic(s) responsible for an out-of-control signal. It is assumed that the incontrol mean vector and in-control covariance matrix of the process have been obtained in phase I.
