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Engineering statistics combines engineering and statistics using scientific methods for analyzing data. Engineering statistics involves data concerning manufacturing processes such as: component dimensions, tolerances, type of material, and fabrication process control.
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Predicting failures of a part using historical failure data
This sounds like a Poisson or negative binomial process. You could model this using a generalized linear model accounting for the exposure of each part. Newly added parts would have shorter exposure …