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Advanced probability
Lesson 64 of 75
Challenge

Relative frequency and uncertainty

Objective. Use repeated evidence to assess model reliability.

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  2. 2. Worked example
  3. 3. Practice
  4. 4. Feedback
  5. 5. Continue

Learn: the key idea

Relative frequency and uncertainty uses repeated trials to estimate an unknown probability, calculated as the number of successes divided by the number of trials, and recognises that estimates improve with more trials. A small number of trials can give a relative frequency far from the true probability, so judgements about fairness or reliability should reference the sample size used. Comparing relative frequencies from different trial sizes shows how estimates settle closer to a theoretical value as trials increase. If a coin lands heads 58 times out of 100, the relative frequency is 0.58, suggesting possible bias worth further testing. Larger trial counts give more trustworthy evidence about long-run behaviour.

Worked example

A dice is rolled 200 times and lands on six 48 times. Find the relative frequency of rolling a six.

200 … 48
Illustrated card showing 200 … 48
  1. 1Relative frequency = successes ÷ trials
  2. 2Relative frequency = 48/200
  3. 3Simplify the fraction
  4. 4Relative frequency = 0.24

Answer: 0.24

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Common mistake. A frequent error is treating a relative frequency from very few trials, such as 3 out of 5, as a precise and reliable probability, when such small samples give highly unstable estimates.

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