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Glossary · Validity and evidence

Error families

The four kinds of error kept apart along the instrument chain: representation error, behavioral or trial variation, scoring error, and estimation error. Wrong world and wrong property are structural failures, not error families.

Also called: representation error, trial variation, scoring error, estimation error

Defined in

Handbook · FoundationsEvaluation is measurementA score is an observation, not a capability. Follow the instrument chain from construct to decision and the four places error gets in.
Instrument chain
The links through which a score supports a decision: target construct, sampled tasks and environments, trials and trajectories, grader readings, an estimate with uncertainty, and the decision. Error and invalid inference can enter at every link.
Validation triad
The system under test, the environment it acts in, and the specification its behavior is checked against. It exposes two structural failures: faithfully measuring the wrong world, and faithfully checking the wrong property.

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