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Complete the following steps to interpret an I-MR-R/S chart. Key output includes the I chart, MR chart, R or S chart, and test results.

Use a bar chart to compare a summary statistic, such as the mean, for groups of data. Minitab can calculate summary statistics from raw data, or you can plot summary values from a table in your worksheet.

Multivariate control charts are a type of variables control chart that shows how correlated, or dependent, variables jointly affect a process or outcome. For example, you can use a multivariate control chart to investigate if temperature and pressure are jointly in control in the production of injection-molded plastic parts.

The process standard deviation is also called sigma, or σ. If you enter an historical value for sigma, then Minitab uses the historical value. Otherwise, Minitab uses one of the following methods to estimate sigma from the data.

The Xbar chart contains the following elements. Plotted points The average measurement of each part, plotted by each operator. Center line (Xbar) The overall average for all part …

Minitab then creates a control chart of the transformed data values (Wi). To learn how Minitab chooses the optimal value for λ, go to Methods and formulas for Box-Cox Transformation.

Use the Pareto chart to determine the magnitude and the importance of the effects. On the Pareto chart, bars that cross the reference line are statistically significant. For example, in this Pareto chart, the bars that represent factors A, C, and B cross the reference line that is at 1.960.

A substantial difference between the curves may indicate that the process is not stable or that there is a significant amount of variation between subgroups for that variable. Use a control …

The scatterplot shows the actual response values on the x-axis and the fitted response values on the y-axis. The calculated line represents when the actual value and the response value are equal. Outliers or unusual clusters of points in the test …

Use the Pareto chart to determine the magnitude and the importance of the effects. On the Pareto chart, bars that cross the reference line are statistically significant.