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P3

Relate relative expected frequencies to theoretical probability, using appropriate language and the 0-1 probability scale

Relative frequency

Worked answers, methods and verified real exam appearances for P3 on Edexcel GCSE Maths 1MA1.

Explanation

  • Probabilities lie on a scale from 00 to 11: 00 is impossible, 11 is certain, and 0.50.5 means equally likely to happen or not happen.
  • Theoretical probability comes from a model, while relative frequency comes from results: relative frequency=frequencynumber of trials\text{relative frequency}=\dfrac{\text{frequency}}{\text{number of trials}}.
  • In many unbiased trials, relative frequency is expected to settle near the theoretical probability, but random variation means the two values need not be exactly equal.

Worked example

A coin lands heads 156156 times in 300300 tosses. Find the relative frequency of heads and compare it with the theoretical probability.

  1. 1.Relative frequency =156300=0.52=\dfrac{156}{300}=0.52.
  2. 2.For a fair coin, the theoretical probability is 0.50.5.
  3. 3.0.520.52 is close to 0.50.5; the difference can be due to random variation.

Answer: The relative frequency is 0.520.52, close to the theoretical value 0.50.5.

Common mistakes

  • Don't fall into the trap of dividing by the wrong total number of trials.
  • Don't fall into the trap of claiming a small experimental difference proves that the model is wrong.

Exam tip

Use probability language such as impossible, unlikely, even chance, likely and certain accurately.

Worked practice

Q1
Tier 1 · Easy

1

Place these events in order from least likely to most likely: event A has probability 0.720.72, event B has probability 14\dfrac{1}{4}, and event C has probability 0.50.5.

(1)

(Total for Question 1 is 1 mark)

Mark scheme

Mark scheme for question 1
QuestionAnswerMarkMark scheme
1
  • B, C, A
1Write every probability as a decimal: 14=0.25\dfrac{1}{4}=0.25, then compare 0.25<0.5<0.720.25<0.5<0.72.
Q2
Tier 2 · Standard

2

An outcome occurs 8484 times in 140140 trials. Its theoretical probability is 58\dfrac{5}{8}. Work out the relative frequency and the expected frequency in 560560 further trials. Comment on the experimental result.

(3)

(Total for Question 2 is 3 marks)

Mark scheme

Mark scheme for question 2
QuestionAnswerMarkMark scheme
2
  • Relative frequency =0.6=0.6.
  • Expected frequency =350=350.
  • 0.60.6 is reasonably close to the theoretical probability 0.6250.625.
3The relative frequency is 84/140=0.684/140=0.6. The theoretical probability is 5/8=0.6255/8=0.625, so the expected frequency is 560×5/8=350560\times5/8=350. The observed value differs by only 0.0250.025, which is plausible experimental variation.
Q3
Tier 3 · Hard

3

A model says that a device flashes with probability 0.50.5 on each trial. In a short run it flashes 4141 times in 8080 trials. After 500500 trials in total it has flashed 247247 times. Calculate both relative frequencies and decide which result gives stronger evidence about the model.

(4)

(Total for Question 3 is 4 marks)

Mark scheme

Mark scheme for question 3
QuestionAnswerMarkMark scheme
3
  • Short-run relative frequency =0.5125=0.5125.
  • Overall relative frequency =0.494=0.494.
  • The 500500-trial result gives stronger evidence and is very close to 0.50.5, so it supports the model.
4For the short run, calculate 41/80=0.512541/80=0.5125. For all trials, calculate 247/500=0.494247/500=0.494. Both are close to 0.50.5, but the larger sample is less affected by random variation, so the overall relative frequency is the stronger comparison.
Q4
Tier 1 · Easy

4

A card is chosen at random from cards labelled CAT, DOG and OWL. Write down the probability that the chosen word has three letters and the probability that it has four letters.

(2)

(Total for Question 4 is 2 marks)

Mark scheme

Mark scheme for question 4
QuestionAnswerMarkMark scheme
4
  • Three letters: 11; four letters: 00.
2Every word has three letters, so that event is certain and has probability 11. No word has four letters, so that event is impossible and has probability 00.
Q5
Tier 2 · Standard

5

An event occurs 1818 times in 8080 trials. Its theoretical probability is 0.20.2. Work out the relative frequency and choose the best description of the theoretical probability: impossible, unlikely, even chance, likely or certain.

(2)

(Total for Question 5 is 2 marks)

Mark scheme

Mark scheme for question 5
QuestionAnswerMarkMark scheme
5
  • Relative frequency =0.225=0.225; the event is unlikely.
2The relative frequency is 18÷80=0.22518\div80=0.225. A probability of 0.20.2 lies between 00 and 0.50.5, so 'unlikely' is the best description.
Q6
Tier 3 · Hard

6

A spinner is designed to land on blue with probability 0.350.35. In a test it lands on blue 5252 times in 160160 spins. Use the relative frequency to estimate the number of blues in the next 600600 spins. Compare this with the number predicted by the theoretical probability.

(4)

(Total for Question 6 is 4 marks)

Mark scheme

Mark scheme for question 6
QuestionAnswerMarkMark scheme
6
  • Relative frequency =0.325=0.325; estimate from the test =195=195 blues.
  • The theoretical prediction is 210210 blues, which is 1515 more than the test-based estimate.
4The observed relative frequency is 52/160=0.32552/160=0.325. This gives 600×0.325=195600\times0.325=195 blues. The theoretical model gives 600×0.35=210600\times0.35=210, and 210195=15210-195=15.
Q7
Tier 2 · Standard

7

The theoretical probability of event A is 0.180.18. In an experiment, event A occurs 2323 times in 100100 trials. Event B is the complement of event A in the theoretical model. Work out the experimental relative frequency of A and the theoretical probability of B. Put these two values and 0.180.18 in increasing order, then describe A and B as likely or unlikely using the theoretical model.

(3)

(Total for Question 7 is 3 marks)

Mark scheme

Mark scheme for question 7
QuestionAnswerMarkMark scheme
7
  • Experimental relative frequency of A =0.23=0.23; theoretical P(B)=0.82P(B)=0.82.
  • 0.18<0.23<0.820.18<0.23<0.82; A is unlikely and B is likely in the theoretical model.
3The experimental relative frequency is 23/100=0.2323/100=0.23. Since B is the complement of A, its theoretical probability is 10.18=0.821-0.18=0.82. Order the decimals directly. A theoretical probability below 0.50.5 is described as unlikely, while one above 0.50.5 is described as likely.
Q8
Tier 3 · Hard

8

A probability model predicts that an event will occur 144144 times in 360360 trials. In an experiment, the event occurs 9393 times in 240240 trials. Work out the theoretical probability and the experimental relative frequency. For 800800 further trials, work out the expected frequency from each value and compare the predictions.

(4)

(Total for Question 8 is 4 marks)

Mark scheme

Mark scheme for question 8
QuestionAnswerMarkMark scheme
8
  • Theoretical probability =0.4=0.4; experimental relative frequency =0.3875=0.3875.
  • Model prediction: 320320; experiment-based prediction: 310310; the model predicts 1010 more occurrences.
4The model probability is 144/360=0.4144/360=0.4. The experimental relative frequency is 93/240=0.387593/240=0.3875. Multiplying each by 800800 gives 320320 from the model and 310310 from the experiment, a difference of 1010.
Q9
Tier 3 · Hard

9

A probability model gives an event a theoretical probability of 0.40.4. The event occurs 5757 times in the first 150150 trials and 105105 times in the next 250250 trials. Work out the relative frequency for each block of trials and for all 400400 trials. Which result is closest to the theoretical probability, and which result gives the strongest overall evidence about the model?

(4)

(Total for Question 9 is 4 marks)

Mark scheme

Mark scheme for question 9
QuestionAnswerMarkMark scheme
9
  • First block: 0.380.38; second block: 0.420.42; all 400400 trials: 0.4050.405.
  • The combined result is closest to 0.40.4 and gives the strongest overall evidence because it uses all 400400 trials.
4Calculate 57/150=0.3857/150=0.38 and 105/250=0.42105/250=0.42. Across both blocks the event occurs 162162 times, so the combined relative frequency is 162/400=0.405162/400=0.405. Its distance from 0.40.4 is 0.0050.005, compared with 0.020.02 for either block, and it uses the largest sample.
Q10
Tier 3 · Hard

10

An event occurs 4444 times in the first 110110 trials. It then occurs 3232 more times. The relative frequency after all the trials is 0.380.38. Work out how many further trials were carried out. The theoretical probability of the event is 0.3750.375. Compare the first and final relative frequencies with this value.

(4)

(Total for Question 10 is 4 marks)

Mark scheme

Mark scheme for question 10
QuestionAnswerMarkMark scheme
10
  • 9090 further trials were carried out.
  • First relative frequency: 0.40.4; final relative frequency: 0.380.38. The final value is closer to 0.3750.375.
4The event occurs 44+32=7644+32=76 times altogether. Since 76/N=0.3876/N=0.38, the total number of trials is N=200N=200, so there were 200110=90200-110=90 further trials. The first relative frequency is 44/110=0.444/110=0.4, which is 0.0250.025 from 0.3750.375; the final value is only 0.0050.005 away.

Verified exam appearances

SeriesPaperQuestionMarksCalculatorTierLinks
2019-112FQ96AllowedFoundationQPMS
2023-062FQ62AllowedFoundationQPMS
2024-112FQ75AllowedFoundationQPMS
2021-112FQ165AllowedFoundationQPMS
2022-111FQ73Non-calculatorFoundationQPMS
2019-061HQ14Non-calculatorHigherQPMS
2023-063FQ73AllowedFoundationQPMS
2022-063FQ104AllowedFoundationQPMS
2019-111FQ154Non-calculatorFoundationQPMS
2023-113FQ155AllowedFoundationQPMS
2024-061HQ43Non-calculatorHigherQPMS
2024-062FQ234AllowedFoundationQPMS
2019-111HQ106Non-calculatorHigherQPMS
2019-061FQ224Non-calculatorFoundationQPMS
2022-061FQ132Non-calculatorFoundationQPMS
2022-061FQ175Non-calculatorFoundationQPMS
2023-062HQ104AllowedHigherQPMS
2021-113FQ264AllowedFoundationQPMS
2024-111FQ194Non-calculatorFoundationQPMS

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