S4.2 Normal distribution

Section
S4 Statistical distributions
Level
A level only
Statement
Understand and use the Normal distribution as a model; find probabilities using the Normal distribution. Link to histograms, mean, standard deviation, points of inflection and the binomial distribution.
Guidance
The notation X ~ N(µ, σ²) may be used. Knowledge of the shape and the symmetry of the distribution is required. Knowledge of the probability density function is not required. Derivation of the mean, variance and cumulative distribution function is not required. Questions may involve the solution of simultaneous equations. Students will be expected to use their calculator to find probabilities connected with the Normal distribution. Students should know that the points of inflection on the Normal curve are at x = µ ± σ (derivation not expected). Students should know that when n is large and p is close to 0.5 the distribution B(n, p) can be approximated by N(np, np[1 − p]). The application of a continuity correction is expected.
Since 2018
31 parts, 88 marks · topic pages: Normal distribution, Simultaneous equations, Probability, including conditional probability, Discrete distributions and the binomial distribution, Hypothesis testing, Data presentation: histograms, box plots, measures and outliers

Back to the checklist

June 2025 · Paper 3 (Statistics) · Q5(a) 2 marks
5. The heights of men in a tennis club are normally distributed with a mean of 183 cm and a standard deviation of 4.9 cm. A man from the tennis club is selected at random. (a) Find the probability that the man’s height is (i) more than 186 cm, (ii) between 175 cm and 185 cm. (2)
June 2025 · Paper 3 (Statistics) · Q5(b) 5 marks
The heights of women in the tennis club are normally distributed with a mean of μ cm and a standard deviation of sigma cm. Given that 40% of the women are shorter than 170 cm and 15% are taller than 175 cm, (b) find the value of μ and the value of sigma Show your working clearly. (5)
June 2025 · Paper 3 (Statistics) · Q5(c) 3 marks
A man from the tennis club and a woman from the tennis club are selected at random. (c) Find the probability that both players have heights between 170 cm and 175 cm. (3)
June 2024 · Paper 3 (Statistics) · Q1(d) 4 marks
(d) Use a normal approximation to estimate the probability that Xian rolls a total of more than 95 sixes during these 60 days. (4)
June 2024 · Paper 3 (Statistics) · Q5(a) 1 mark
5. The records for a school athletics club show that the height, H metres, achieved by students in the high jump is normally distributed with mean 1.4 metres and standard deviation 0.15 metres. (a) Find the proportion of these students achieving a height of more than 1.6 metres. (1)
June 2024 · Paper 3 (Statistics) · Q5(c) 3 marks
(c) Find the Head’s estimate of this proportion. (3)
June 2024 · Paper 3 (Statistics) · Q5(d) 5 marks
Students in the school athletics club also throw the discus. The random variable D~N μ sigma 2 represents the distance, in metres, that a student can , throw the discus. Given that P(D < 16.3) = 0.30 and P(D 29.0) = 0.10 < (d) calculate the value of mu and the value of sigma (5)
June 2023 · Paper 3 (Statistics) · Q4(a) 1 mark
4. A study was made of adult men from region A of a country. It was found that their heights were normally distributed with a mean of 175.4 cm and standard deviation 6.8 cm. (a) Find the proportion of these men that are taller than 180 cm. (1)
June 2023 · Paper 3 (Statistics) · Q4(b) 4 marks
A student claimed that the mean height of adult men from region B of this country was different from the mean height of adult men from region A. A random sample of 52 adult men from region B had a mean height of 177.2 cm The student assumed that the standard deviation of heights of adult men was 6.8 cm both for region A and region B. (b) Use a suitable test to assess the student’s claim. You should • state your hypotheses clearly • use a 5% level of significance (4)
June 2023 · Paper 3 (Statistics) · Q6(b) 1 mark
For these 90 patients the time spent in hospital following the operation had • a mean of 14.9 hours • a standard deviation of 9.3 hours Tomas suggests that T can be modelled by N(14.9, 9.3 2) (b) With reference to the histogram, state, giving a reason, whether or not Tomas’ model could be suitable. (1)
June 2023 · Paper 3 (Statistics) · Q6(e)(i) 1 mark
(e) Estimate P(10 < T < 30) using 2) (i) Tomas’ model of T ~ N(14.9, 9.3 (1)
June 2022 · Paper 3 (Statistics) · Q1(b) 3 marks
George now throws the ball at the target 250 times. (b) Use a normal approximation to calculate the probability that he will hit the target more than 110 times. (3)
June 2022 · Paper 3 (Statistics) · Q2(a) 2 marks
2. A manufacturer uses a machine to make metal rods. The length of a metal rod, L cm, is normally distributed with • a mean of 8 cm • a standard deviation of x cm Given that the proportion of metal rods less than 7.902 cm in length is 2.5% (a) show that x = 0.05 to 2 decimal places. (2)
June 2022 · Paper 3 (Statistics) · Q2(b) 1 mark
(b) Calculate the proportion of metal rods that are between 7.94 cm and 8.09 cm in length. (1)
June 2022 · Paper 3 (Statistics) · Q2(c) 5 marks
The cost of producing a single metal rod is 20p A metal rod • where L < 7.94 is sold for scrap for 5p • where 7.94 L 8.09 is sold for 50p • where L > 8.09 is shortened for an extra cost of 10p and then sold for 50p (c) Calculate the expected profit per 500 of the metal rods. Give your answer to the nearest pound. (5)
Oct 2021 · Paper 3 (Statistics) · Q5(a) 2 marks
5. The heights of females from a country are normally distributed with • a mean of 166.5 cm • a standard deviation of 6.1 cm Given that 1% of females from this country are shorter than k cm, (a) find the value of k (2)
Oct 2021 · Paper 3 (Statistics) · Q5(b) 1 mark Easy
(b) Find the proportion of females from this country with heights between 150 cm and 175 cm (1)
Oct 2021 · Paper 3 (Statistics) · Q5(c) 4 marks
A female, from this country, is chosen at random from those with heights between 150 cm and 175 cm (c) Find the probability that her height is more than 160 cm (4)
Oct 2020 · Paper 3 (Statistics) · Q5(a) 1 mark Easy
5. A health centre claims that the time a doctor spends with a patient can be modelled by a normal distribution with a mean of 10 minutes and a standard deviation of 4 minutes. (a) Using this model, find the probability that the time spent with a randomly selected patient is more than 15 minutes. (1)
Oct 2020 · Paper 3 (Statistics) · Q5(b) 4 marks Medium
Some patients complain that the mean time the doctor spends with a patient is more than 10 minutes. The receptionist takes a random sample of 20 patients and finds that the mean time the doctor spends with a patient is 11.5 minutes. (b) Stating your hypotheses clearly and using a 5% significance level, test whether or not there is evidence to support the patients’ complaint. (4)
Oct 2020 · Paper 3 (Statistics) · Q5(c)(i) 1 mark Easy
The health centre also claims that the time a dentist spends with a patient during a routine appointment, T minutes, can be modelled by the normal distribution where T ~ N(5, 3.52) (c) Using this model, (i) find the probability that a routine appointment with the dentist takes less than 2 minutes (1)
Oct 2020 · Paper 3 (Statistics) · Q5(c)(ii) 3 marks Medium
(ii) find P (T < 2 | T > 0) (3)
Oct 2020 · Paper 3 (Statistics) · Q5(c)(iii) 1 mark Easy
(iii) hence explain why this normal distribution may not be a good model for T. (1)
Oct 2020 · Paper 3 (Statistics) · Q5(d) 5 marks Medium
The dentist believes that she cannot complete a routine appointment in less than 2 minutes. She suggests that the health centre should use a refined model only including values of T > 2 (d) Find the median time for a routine appointment using this new model, giving your answer correct to one decimal place. (5)
June 2019 · Paper 3 (Statistics) · Q2(d) 3 marks
Simon decides to model the air temperatures with the random variable T ~ N(22.6, 5.197) (d) Using Simon’s model, calculate the 10th to 90th interpercentile range.
June 2019 · Paper 3 (Statistics) · Q5(a) 5 marks
5. A machine puts liquid into bottles of perfume. The amount of liquid put into each bottle, Dm, follows a normal distribution with mean 25 ml Given that 15% of bottles contain less than 24.63 ml (a) find, to 2 decimal places, the value of & such that P(24.63 < D < k) = 0.45 (5) A
June 2019 · Paper 3 (Statistics) · Q5(b) 3 marks
A random sample of 200 bottles is taken. (b) Using a normal approximation, find the probability that fewer than half of these bottles contain between 24.63 ml and kml (3)
June 2018 · Paper 3 · Q5(a) 1 mark
5. The lifetime, L hours, of a battery has a normal distribution with mean 18 hours and standard deviation 4 hours. Alice’s calculator requires 4 batteries and will stop working when any one battery reaches the end of its lifetime. (a) Find the probability that a randomly selected battery will last for longer than 16 hours. (1)
June 2018 · Paper 3 · Q5(b) 5 marks
At the start of her exams Alice put 4 new batteries in her calculator. She has used her calculator for 16 hours, but has another 4 hours of exams to sit. (b) Find the probability that her calculator will not stop working for Alice’s remaining exams. (5)
June 2018 · Paper 3 · Q5(c) 3 marks
Alice only has 2 new batteries so, after the first 16 hours of her exams, although her calculator is still working, she randomly selects 2 of the batteries from her calculator and replaces these with the 2 new batteries. (c) Show that the probability that her calculator will not stop working for the remainder of her exams is 0.199 to 3 significant figures. (3)
June 2018 · Paper 3 · Q5(d) 5 marks Easy
After her exams, Alice believed that the lifetime of the batteries was more than 18 hours. She took a random sample of 20 of these batteries and found that their mean lifetime was 19.2 hours. (d) Stating your hypotheses clearly and using a 5% level of significance, test Alice’s belief. (5)

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