Matt Mitchell

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The horizontal line across the entire plot represents the overall mean. Each factor level has its own mean diamond. The horizontal line in the center of the diamond is the mean for that level. The upper and lower vertices of the diamond represent the upper and lower 95% confidence limit on the mean, respectively.
Fundamentals of Predictive Analytics with JMP
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