Misconception · MIS:confidence-level-is-probability-for-fixed-interval

Mistaken idea “A 95% confidence level is a 95% probability for this fixed interval”

Mistaken reasoning: This mistake assigns the procedure's repeated sampling coverage directly to the already computed interval containing a fixed parameter.

Updated Aug 21, 2026 Review due Nov 7, 2026

Why this is mistaken

Confidence belongs to the interval-producing procedure. Across repeated samples, about 95% of such intervals cover the fixed parameter under the conditions. This realized interval either covers it or does not.

Where to watch

When this mistake may appear

  • A 95% interval has been computed.
  • A reader asks for the probability the fixed mean lies between the endpoints.
Check your work

Your work may contain this mistake if:

  • Says there is a 95% chance the fixed population mean is in this interval under the foundational frequentist method.
  • Treats confidence as certainty about one realized interval.