Statistics add-in software for statistical analysis in Excel
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Identifying stratification

When data are collected under a variety of different conditions the meaning of the data can be hard to see. Stratification within a process can lead to hidden underlying patterns.

  1. On the Analyse-it ribbon tab, in the Process Control group, click Stratification.
    In the analysis task pane, the Control Chart panel is displayed.
  2. In the Color / Symbol drop-down list, select Operator.
  3. Click Recalculate.

Control chart points are plotted using a symbol and color depending on the operator. It is easy to see that the operator SNH was responsible when the out-of-control signals occurred.

Stratified Xbar-R control chart

After investigating the causes of the out-of-control condition we document them in the worksheet alongside the data.

Next topic: Identifying special-causes of variation

  •  Tutorials
  •  Distribution tutorial
  •  Correlation / PCA tutorial
  •  Compare groups means tutorial
  •  Association in 2-way contingency tables tutorial
  •  Simple linear regression tutorial
  •  Bland-Altman method comparison tutorial
  •  Estimating the precision of a measurement procedure (CLSI EP05-A3)
  •  Evaluating the linearity of a measurement procedure (CLSI EP06-A)
  •  Verifying the precision of a measurement procedure against a performance claim and estimating the bias (CLSI EP15-A3)
  •  Pareto charts tutorial
  •  Process control charts tutorial
  •  Bringing a process under control
  •  Identifying stratification
  •  Identifying special-causes of variation
  •  Identifying shifts (and other patterns)
  •  Revising control limits
  •  Monitoring future production
  •  Process capability tutorial



Version 6.15
Published 18-Apr-2023
statistics software, statistical software for Excel
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