If this is not the case, then trends or shifts in the process may not be detected, but instead attributed to random (common cause) variation.Īdvertised Reason for using Individual charts– Where the cost of inspection is high such as when destructive testing is involved….Real Reason it is a tool with which to loosen the criteria for assessing stability, particularly if small mean shifts are actually common over time."Īnd by extension X-bar R charts are "typically" used when: For this reason, you must have data that is time-ordered that is, entered in the sequence from which it was generated. The charts' x-axes are time based, so that the charts show a history of the process. Each subgroup, consisting of a single observation, represents a "snapshot" of the process at a given point in time. Individual-X / Moving Range charts are generally used when you can't group measurements into rational subgroups, when it's more convenient to monitor actual observations rather than subgroup averages, or when the process distribution is very skewed or bounded. Not sure I understand your question, if it is in fact when to use a I/MR chart vs X Bar/R chart here are some of my notes/guidelines, if you use Minitab, the control charts tutorial is very good at drawing a dinstinction
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