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What is a representative sample?

Beginner

Answer

A representative sample is one whose characteristics reflect those of the population, so conclusions drawn from it validly apply to the whole. Achieving representativeness requires appropriate selection (giving items a chance of selection) and adequate size. A biased or too-small sample can mislead the auditor about the population.
Real-world example A properly randomized sample of invoices mirrors the population's error rate, supporting a valid conclusion.

Common follow-ups: What threatens representativeness? | How does selection method affect it?