The histogram of measurements consists of the following:
· B/W
and overall curves superimposed on the histogram. The B/W (between/within)
and overall curves are normal density functions using the process mean
and different variances. The B/W curve uses the between/within
variance,
while the overall curve uses the overall sample variance.
Assess the normality of the data by comparing the curve
to the bars. A normal distribution is symmetric and bell shaped. With
small sample sizes it may be difficult to assess normality using a histogram.
Examine the curves to see how closely they follow each
other. A substantial difference between the B/W curve and the overall
curve may indicate that the process is out of control.
· Target,
and lower and upper specification limits (LSL
and USL)
represented by vertical dashed lines on the histogram. Use these lines
to assess whether measurements are centered on target and inside the specification
limits.
Example Output |

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Interpretation |

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For the coating data:
· The
coating data appears approximately normal.
· The
B/W and overall curves are closely aligned.
· The
process is approximately centered on target and the measurements are located
within the specification interval.