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Calibration can refer to adjustment of measurements to agree with value of some standard; to transform classifier scores into class membership probabilities; etc. Do not use for predicting an explanatory variable from an observation of the dependent variable, for that use the tag inverse-prediction.

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Correct way to calibrate means

How should I apply this calibration? … Do I take the calibration mean and subtract it from every measured value that compose other benchmark samples, or should I subtract it from the other benchmark's mean value even with differences in margin …
John-David Dalton's user avatar