GRR a case study.

Bev D

Heretical Statistician
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Super Moderator
The red square is the specification limits
The black 45 degree line is the 1:1 line (x=y)
 

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I will attach the continuous data (all operators) and later for each operator as Bev D mention


GRR a case study.

GRR a case study.


GRR a case study.

GRR a case study.

GRR a case study.
 

Bev D

Heretical Statistician
Leader
Super Moderator
To those who may be reading this thread: I have never suggested the above graphs for an MSA. First the X axis is not properly annotated so we cannot see the pairing of the repeated measurements. The run order is not obvious. The OP doesn’t provide any conclusions, leaving us to think that this is just some random graph. I only advocate for multi-vari plots or a Youden plot. Even a Xbar, R plot with the repeated measures for each point as teh subgroup would be more insightful than these plots (Western Electric SQC manual approach to MSA).
 

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Notice the difference between Operator 1 (no repeatability) and operator 5 (decent repeatability). Also, note the poor reproducibility between them with Operator 1 having consistently higher results than Operator 5.

It's a good idea to review the data visually before diving into the statistics. In this case, you can see there is a problem that must be addressed before performing any statistical analysis.

View attachment 30103
For the repeatability the values must be on one spot of the line or across the line right?

What actions should be done to address the repeatability first, training perhaps ??
 
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