8F

Experimental probability

Relative frequency from experiments and surveys, expected number of outcomes, and comparing experimental and theoretical probability.

Relative frequency

Relative frequency
$$\text{relative frequency} = \frac{\text{number of times the event occurred}}{\text{number of trials}}$$
Long-run frequency

Real results bounce around 0.5 for small numbers of tosses, then settle near the dashed line as the number of trials grows.

Example 1●

A coin is tossed $50$ times and lands heads $28$ times. Find the relative frequency of heads.

$\dfrac{28}{50} = 0.56$
Example 2●●

A spinner landed on red $45$ times in $150$ spins. How many reds would you expect in $400$ spins?

Relative frequency $= 45 \div 150 = 0.3$
Expected $= 0.3 \times 400 = 120$
Flashcards
Relative frequency
times occurred ÷ trials
Expected number
probability × trials
More trials
Closer to the theoretical probability.
Practice
  1. $28$ heads in $50$ tosses. Relative frequency of heads?

  2. Red $45$ times in $150$ spins. Expected reds in $400$ spins?

  3. A fair die is rolled $60$ times. How many sixes would you expect?

  4. A fair coin is tossed $200$ times. Expected heads?

  5. In a survey of $80$ students, $12$ walk to school. Relative frequency of walking?

  6. Using that survey, how many of $300$ students would you expect to walk?

  7. Which gives the most reliable estimate of a probability?

  8. A die gave $15$ sixes in $60$ rolls. This suggests:

More questions

New numbers every time. Keep going until you get five in a row.

Formula sheet