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When analyzing reliability using Life Distribution, is there a way to have JMP choose the Distributions for the Cause Combination?

Yes, to fit all possible distributions to each failure mode, choose Life Distribution, Failure Distribution Cause - Individual Best.  Interested in learning more? View the longer videos on Reliability Analysis for Non-Repairable Systems.

Individual Best.JPG

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