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Calibrating a biased synthetic sensor

Can a calibration procedure remove a known linear measurement bias?

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Success means

On 1,000 blind generated readings, achieve absolute mean bias below 0.01 input units and empirical coverage between 93% and 97% for nominal 95% intervals.

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