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Interpreting a Moving Average Range Chart

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Interpreting a Moving Average Range Chart

Always look at the Range chart first. The control limits on the Moving Average chart are derived from the average range, so if the Range chart is out of control, then the control limits on the Moving Average chart are meaningless.

On the Range chart, look for out of control points. If there are any, then the special causes must be eliminated. Brainstorm and conduct Designed Experiments. Note that Auto Drop is not invoked for Moving Average charts.

After reviewing the Range chart, interpret the points on the Moving Average chart relative to the control limits. Run Tests are never applied to a Moving Average chart, since the plotted points are inherently dependent, containing common points. Never consider the points on the Moving Average chart relative to specifications, since the observations from the process vary much more than the Moving averages.

If the process shows control relative to the statistical limits for a sufficient period of time (long enough to see all potential special causes), then we can analyze its capability relative to requirements. Capability is only meaningful when the process is stable, since we cannot predict the outcome of an unstable process.

See also: Moving Average Chart Calculations


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