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Accuracy and Precision

Definition

Accuracy is closeness to the true value, measured as recovery from a spiked CRM with the 80 to 120 percent window. Precision is the spread of replicates as RSD: intra-day typically 1 to 5 percent for a well-tuned LC-MS/MS, inter-day 2 to 10 percent.

Accuracy metric
Percent recovery from a spiked CRM
Accuracy window
80 to 120 percent
Precision metric
Relative standard deviation of replicates
Intra-day RSD (LC-MS/MS)
About 1 to 5 percent
Inter-day RSD
About 2 to 10 percent

Common questions

Why is inter-day precision typically worse than intra-day precision?+

Day-to-day variation adds sources of error such as fresh calibration curves and instrument drift on top of the random error already present within a single run.

What does falling outside the 80 to 120 percent recovery window mean?+

It suggests a systematic problem such as matrix interference, incomplete extraction, or analyte degradation, and the method or batch may need to be re-validated or re-run.

Why validate both accuracy and precision rather than just one?+

A method can be precise but biased, or accurate on average but too scattered to trust a single result, so both properties are needed before a method is certified fit for casework.

Related terms

Control Chart
Time-series plot of a QC measurement with warning limits at ±2σ and action limits at ±3σ from validation data. Patterns such as...
LOD and LOQ
Limit of detection is three times the SD of blank or S/N of 3:1. Limit of quantitation is ten times SD of...
Measurement Uncertainty (MU)
A quantified parameter associated with a result that characterises the dispersion of values reasonably attributable to the measurand. Estimated by the GUM...
Method Validation
The process of demonstrating that an analytical method does what it claims: that it correctly identifies the target analyte, at what sensitivity,...
Proficiency Testing (PT)
A quality assurance mechanism in which laboratories analyse blind samples distributed by an external scheme coordinator and have their results compared against...

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