Empiriceme · Evidence · Bias / Effect

Selection Bias

Samples are not representative of the population, skewing conclusions.

Wald's wartime work on returning bombers is the canonical case: armour belongs where the survivors were not hit. The sample was defined by having survived, which reversed the obvious reading.

In practice

  • A satisfaction survey sent to current customers cannot reach the ones who left, which is the question it was commissioned to answer.
  • A study of successful founders drawn from a list of successful founders can say nothing about what causes success.
Further reading
Wikipedia
Subject
Science & Epistemology
Essay
The ways evidence misleads

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