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Statistical intervals can be confusing, even in the minds of those who use them often. This paper uses an easy-to-understand manufacturing example to describe the differences between confidence, prediction and tolerance (enclosure) intervals. The author provides formulas plus the simple steps for implementing each interval type using JMP menus.