Absolute error

From WikiMD's Food, Medicine & Wellness Encyclopedia

Absolute Error is a concept in mathematics and statistics that quantifies the amount of inaccuracy or deviation from a specific standard or expected value. It is a measure of the difference between the actual or experimental value and the theoretical value or the exact value.

Definition[edit | edit source]

The absolute error of a measurement is the difference between the measured value and the actual value. It is often denoted by the Greek letter epsilon (ε). The formula for calculating absolute error is:

ε = |Vactual - Vmeasured|

where Vactual is the actual value and Vmeasured is the measured value.

Applications[edit | edit source]

Absolute error is used in various fields such as physics, engineering, and computer science to assess the accuracy of measurements and calculations. It is particularly useful in situations where the magnitude of the error is more important than the direction of the error.

Related Concepts[edit | edit source]

Absolute error is closely related to other error measurement concepts such as relative error, percentage error, and mean absolute error. While absolute error provides a direct measure of the error, relative error and percentage error provide a measure of the error relative to the size of the exact value. Mean absolute error, on the other hand, is a measure of the average of the absolute errors.

See Also[edit | edit source]

References[edit | edit source]

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Contributors: Prab R. Tumpati, MD