What is the consequence if a systematic measurement error, such as improper calibration, is mistakenly treated as a natural extreme?

Answer

Flawed models result because the true source of error is not accounted for.

Treating a systematic flaw as a valid natural event leads to models based on incorrect underlying assumptions, whereas ignoring a genuine rare event biases the model toward the average case.

What is the consequence if a systematic measurement error, such as improper calibration, is mistakenly treated as a natural extreme?
measurementcausedatastatisticoutlier