An enhanced residual MEWMA control chart for monitoring autocorrelated data

One approach for monitoring autocorrelated data consists in applying a control chart to the residuals of a time series model. However, due to the so called “forecast recovery”, the response to a mean shift in the observed process can appear attenuated in the residual series, in particular, after a short transient phase. To try to overcome this problem, we… CONTINUE READING