S4.1 Binomial distribution

Section
S4 Statistical distributions
Level
AS & A level
Statement
Understand and use simple, discrete probability distributions (calculation of mean and variance of discrete random variables is excluded), including the binomial distribution, as a model; calculate probabilities using the binomial distribution.
Guidance
Students will be expected to use distributions to model a real-world situation and to comment critically on the appropriateness. Students should know and be able to identify the discrete uniform distribution. The notation X∼ B(n, p) may be used. Use of a calculator to find individual or cumulative binomial probabilities.
Since 2018
72 parts, 198 marks · topic pages: Discrete distributions and the binomial distribution, Hypothesis testing, Sequences and series, Quadratics and the discriminant, Inequalities, Probability, including conditional probability, Normal distribution, Simultaneous equations, Exponentials and logarithms, The large data set

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June 2025 · AS Paper 2 (Statistics) · Q1(a) 1 mark
1. The random variable X ~ B(20, 0.37) (a) Find P(X = 8) (1)
June 2025 · AS Paper 2 (Statistics) · Q1(b) 1 mark
(b) Find P(X 5) (1)
June 2025 · AS Paper 2 (Statistics) · Q1(c) 1 mark
(c) Find P(X 5.7) (1)
June 2025 · AS Paper 2 (Statistics) · Q3(a) 3 marks
3. A bag contains red counters, green counters and white counters only. The table shows the proportion of each colour of counter that Elsa believes to be in the bag. Colour red green white Proportion p 0.2 4p Elsa selects at random 40 counters from the bag, one at a time, with replacement. Assuming Elsa’s belief is true, (a) find the distribution of the number of red counters Elsa selects. (3)
June 2025 · AS Paper 2 (Statistics) · Q3(b)(i) 4 marks
Jayda believes that the true proportion of green counters in the bag is greater than 0.2 She takes a random sample of 40 counters from the bag, one at a time, with replacement. There are 11 green counters in her sample. (b) (i) Use a suitable test to assess Jayda’s belief. You should • state your hypotheses clearly • use a 5% level of significance • state the p‑value for the test (4)
June 2025 · AS Paper 2 (Statistics) · Q3(b)(ii) 2 marks
(ii) Find the acceptance region for the test in part (i). (2)
June 2025 · Paper 3 (Statistics) · Q3(a) 3 marks
3. A manufacturer makes components for the car industry. On average 1.5% of the components made are defective. (a) Using a suitable model, find the probability that in a random sample of 36 components there are (i) exactly 2 defective components, (ii) more than 3 defective components. (3)
June 2025 · Paper 3 (Statistics) · Q3(b) 3 marks
Once every six months, the manufacturer tests whether the proportion of defective components has changed using hypotheses H0 : p = 0.015 and H1 : p ≠ 0.015 A random sample of 260 components is taken and 8 are found to be defective. (b) Using a 5% level of significance, complete the test. (3)
June 2025 · Paper 3 (Statistics) · Q6(a) 4 marks
6. The discrete random variable R takes even integer values from 2 to 2n inclusive. The probability distribution of R is given by r / R r r n P 2, 4, 6, … , 2 k where k is a constant. (a) Show that k = n (n + 1) (4)
June 2025 · Paper 3 (Statistics) · Q6(b) 2 marks
When n = 20 (b) find the exact value of P (16 R < 26) (2)
June 2025 · Paper 3 (Statistics) · Q6(c) 5 marks
When n = 20, a random value g of R is taken and the quadratic equation in x x 2 + gx + 3g = 5 is formed. (c) Find the exact probability that the equation has no real roots. (5)
June 2024 · AS Paper 2 (Statistics) · Q4(a) 3 marks
4. The random variable X ~ B(27, 0.35) (a) Find (i) P(X = 10) (ii) P(12 X < 15) (3)
June 2024 · AS Paper 2 (Statistics) · Q4(b) 4 marks
Historical records show that the proportion of defective items produced by a machine is 0.12 Following a maintenance service of the machine, a random sample of 60 items is taken and 3 defective items are found. (b) Carry out a suitable test to determine whether the proportion of defective items produced by the machine has decreased following the maintenance service. You should state your hypotheses clearly and use a 5% level of significance. (4)
June 2024 · AS Paper 2 (Statistics) · Q5(a) 1 mark
5. A biased 4-sided spinner has the numbers 6, 7, 8 and 10 on it. The discrete random variable X represents the score when the spinner is spun once and has the following probability distribution, x P(X = x) 0.5 0.2 q q where q is a probability. (a) Find the value of q (1)
June 2024 · AS Paper 2 (Statistics) · Q5(b) 2 marks
Karen spins the spinner repeatedly until she either gets a 7 or she has taken 4 spins. (b) Show that the probability that Karen stops after taking her 3rd spin is 0.128 (2)
June 2024 · AS Paper 2 (Statistics) · Q5(c) 4 marks
The random variable S represents the number of spins Karen takes. (c) Find the probability distribution for S (4)
June 2024 · AS Paper 2 (Statistics) · Q5(d) 1 mark
The random variable N represents the number of times Karen gets a 7 (d) Find P(S > N) (1)
June 2024 · Paper 3 (Statistics) · Q1(a) 3 marks
1. Xian rolls a fair die 10 times. The random variable X represents the number of times the die lands on a six. (a) Using a suitable distribution for X, find (i) P(X = 3) (ii) P(X<3) (3)
June 2024 · Paper 3 (Statistics) · Q1(b) 3 marks
Xian repeats this experiment each day for 60 days and records the number of days when X = 3 (b) Find the probability that there were at least 12 days when X = 3 (3)
June 2024 · Paper 3 (Statistics) · Q1(c) 1 mark
(c) Find an estimate for the total number of sixes that Xian will roll during these 60 days. (1)
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) · Q4(a) 4 marks
4. The proportion of left-handed adults in a country is 10% Freya believes that the proportion of left-handed adults under the age of 25 in this country is different from 10% She takes a random sample of 40 adults under the age of 25 from this country to investigate her belief. (a) Find the critical region for a suitable test to assess Freya’s belief. You should • state your hypotheses clearly • use a 5% level of significance • state the probability of rejection in each tail (4)
June 2023 · AS Paper 2 (Statistics) · Q4(b) 4 marks
(b) Find the critical region for this test. You should state the probability associated with each tail, which should be as close to 2.5% as possible. (4)
June 2023 · AS Paper 2 (Statistics) · Q5(a) 5 marks
5. Julia selects 3 letters at random, one at a time without replacement, from the word V A R I A N C E The discrete random variable X represents the number of times she selects a letter A. (a) Find the complete probability distribution of X. (5)
June 2023 · AS Paper 2 (Statistics) · Q5(b) 3 marks
Yuki selects 10 letters at random, one at a time with replacement, from the word D E V I A T I O N (b) Find the probability that he selects the letter E at least 4 times. (3)
June 2023 · Paper 3 (Statistics) · Q2(a) 1 mark
2. A machine fills packets with sweets and 1 7 of the packets also contain a prize. The packets of sweets are placed in boxes before being delivered to shops. There are 40 packets of sweets in each box. The random variable T represents the number of packets of sweets that contain a prize in each box. (a) State a condition needed for T to be modelled by B(40, 7 ) (1)
June 2023 · Paper 3 (Statistics) · Q2(b) 2 marks
A box is selected at random. (b) Using T ~ B(40, 7 ) find (i) the probability that the box has exactly 6 packets containing a prize, (ii) the probability that the box has fewer than 3 packets containing a prize. (2)
June 2023 · Paper 3 (Statistics) · Q2(c) 2 marks
Kamil’s sweet shop buys 5 boxes of these sweets. (c) Find the probability that exactly 2 of these 5 boxes have fewer than 3 packets containing a prize. (2)
June 2023 · Paper 3 (Statistics) · Q2(d) 4 marks
Kamil claims that the proportion of packets containing a prize is less than 1 A random sample of 110 packets is taken and 9 packets contain a prize. (d) Use a suitable test to assess Kamil’s claim. You should • state your hypotheses clearly • use a 5% level of significance (4)
June 2023 · Paper 3 (Statistics) · Q5(b) 5 marks
(b) find the probability distribution of X (5)
June 2022 · AS Paper 2 (Statistics) · Q2(a) 3 marks Easy
2. A manufacturer of sweets knows that 8% of the bags of sugar delivered from supplier A will be damp. A random sample of 35 bags of sugar is taken from supplier A. (a) Using a suitable model, find the probability that the number of bags of sugar that are damp is (i) exactly 2 (ii) more than 3 (3)
June 2022 · AS Paper 2 (Statistics) · Q2(b) 4 marks
Supplier B claims that when it supplies bags of sugar, the proportion of bags that are damp is less than 8% The manufacturer takes a random sample of 70 bags of sugar from supplier B and finds that only 2 of the bags are damp. (b) Carry out a suitable test to assess supplier B’s claim. You should state your hypotheses clearly and use a 10% level of significance. (4)
June 2022 · AS Paper 2 (Statistics) · Q5(a) 3 marks
5. Manon has two biased spinners, one red and one green. The random variable R represents the score when the red spinner is spun. The random variable G represents the score when the green spinner is spun. The probability distributions for R and G are given below. r g P(R = r) P(G = g) Manon spins each spinner once and adds the two scores. (a) Find the probability that (i) the sum of the two scores is 7 (ii) the sum of the two scores is less than 4 (3)
June 2022 · AS Paper 2 (Statistics) · Q5(b) 5 marks Medium
The random variable X = mR + nG where m and n are integers. P(X = 20) = 1 6 and P(X = 50) = 1 (b) Find the value of m and the value of n (5)
June 2022 · Paper 3 (Statistics) · Q1(a) 3 marks
1. George throws a ball at a target 15 times. Each time George throws the ball, the probability of the ball hitting the target is 0.48 The random variable X represents the number of times George hits the target in 15 throws. (a) Find (i) P (X = 3) (ii) P (X 5) (3)
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(d) 4 marks Medium
The same manufacturer makes metal hinges in large batches. The hinges each have a probability of 0.015 of having a fault. A random sample of 200 hinges is taken from each batch and the batch is accepted if fewer than 6 hinges are faulty. The manufacturer's aim is for 95% of batches to be accepted. (d) Explain whether the manufacturer is likely to achieve its aim. (4)
June 2022 · Paper 3 (Statistics) · Q4(b) 3 marks
(b) Using a 5% level of significance, find the critical region for a two-tailed test of the null hypothesis in (a) You should state the probability of rejection in each tail, which should be less than 0.025 (3)
Oct 2021 · AS Paper 2 (Statistics) · Q4(a) 1 mark Easy
4. A nursery has a sack containing a large number of coloured beads of which 14% are coloured red. Aliya takes a random sample of 18 beads from the sack to make a bracelet. (a) State a suitable binomial distribution to model the number of red beads in Aliya’s bracelet. (1)
Oct 2021 · AS Paper 2 (Statistics) · Q4(b) 3 marks Medium
(b) Use this binomial distribution to find the probability that (i) Aliya has just 1 red bead in her bracelet, (ii) there are at least 4 red beads in Aliya’s bracelet. (3)
Oct 2021 · AS Paper 2 (Statistics) · Q4(c) 1 mark
(c) Comment on the suitability of a binomial distribution to model this situation. (1)
Oct 2021 · Paper 3 (Statistics) · Q1(b) 3 marks
In a university 8% of students are members of the university dance club. A random sample of 36 students is taken from the university. The random variable X represents the number of these students who are members of the dance club. (b) Using a suitable model for X, find (i) P(X = 4) (ii) P(X 7) (3)
Oct 2021 · Paper 3 (Statistics) · Q1(d) 2 marks Medium
A random sample of 50 students is taken from the university. (d) Find the probability that fewer than 3 of these students are members of the university dance club and can dance the tango. (2)
Oct 2021 · Paper 3 (Statistics) · Q6(a) 5 marks
6. The discrete random variable X has the following probability distribution x a b c P(X = x) log36 a log36 b log36 c where • a, b and c are distinct integers (a < b < c) • all the probabilities are greater than zero (a) Find (i) the value of a (ii) the value of b (iii) the value of c Show your working clearly. (5)
Oct 2021 · Paper 3 (Statistics) · Q6(b) 2 marks Hard
The independent random variables X1 and X2 each have the same distribution as X (b) Find P(X1 = X2) (2)
Oct 2020 · AS Paper 2 (Statistics) · Q3 6 marks
3. In a game, a player can score 0, 1, 2, 3 or 4 points each time the game is played. The random variable S, representing the player’s score, has the following probability distribution where a, b and c are constants. s P(S = s) a b c 0.1 0.15 The probability of scoring less than 2 points is twice the probability of scoring at least 2 points. Each game played is independent of previous games played. John plays the game twice and adds the two scores together to get a total. Calculate the probability that the total is 6 points. (6)
Oct 2020 · AS Paper 2 (Statistics) · Q5(a) 2 marks
5. Afrika works in a call centre. She assumes that calls are independent and knows, from past experience, that on each sales call that she makes there is a probability of 1 6 that it is successful. Afrika makes 9 sales calls. (a) Calculate the probability that at least 3 of these sales calls will be successful. (2)
Oct 2020 · AS Paper 2 (Statistics) · Q5(b) 2 marks
The probability of Afrika making a successful sales call is the same each day. Afrika makes 9 sales calls on each of 5 different days. (b) Calculate the probability that at least 3 of the sales calls will be successful on exactly 1 of these days. (2)
Oct 2020 · AS Paper 2 (Statistics) · Q5(c) 4 marks
Rowan works in the same call centre as Afrika and believes he is a more successful salesperson. To check Rowan’s belief, Afrika monitors the next 35 sales calls Rowan makes and finds that 11 of the sales calls are successful. (c) Stating your hypotheses clearly test, at the 5% level of significance, whether or not there is evidence to support Rowan’s belief. (4)
Oct 2020 · Paper 3 (Statistics) · Q4(a) 2 marks
4. The discrete random variable D has the following probability distribution d k k k k k P (D = d ) where k is a constant. (a) Show that the value of k is 600 (2)
Oct 2020 · Paper 3 (Statistics) · Q4(b) 3 marks
The random variables D1 and D2 are independent and each have the same distribution as D. (b) Find P (D1 + D2 = 80) Give your answer to 3 significant figures. (3)
Oct 2020 · Paper 3 (Statistics) · Q4(c) 5 marks
A single observation of D is made. The value obtained, d, is the common difference of an arithmetic sequence. The first 4 terms of this arithmetic sequence are the angles, measured in degrees, of quadrilateral Q (c) Find the exact probability that the smallest angle of Q is more than 50° (5)
June 2019 · AS Paper 2 (Statistics) · Q3(a) 1 mark Medium
3. A fair 5-sided spinner has sides numbered 1, 2, 3, 4 and 5 The spinner is spun once and the score of the side it lands on is recorded. (a) Write down the name of the distribution that can be used to model the score of the side it lands on. (1)
June 2019 · AS Paper 2 (Statistics) · Q3(b) 5 marks Medium
The spinner is spun 28 times. The random variable X represents the number of times the spinner lands on 2 (b) (i) Find the probability that the spinner lands on 2 at least 7 times. (ii) Find P(4 - X : 8) (5)
June 2019 · AS Paper 2 (Statistics) · Q5(c) 2 marks Hard
(c) Find, using a 5% level of significance, the critical region for a one-tailed test of the shopkeeper’s belief. The probability in the tail should be less than 0.05 (2)
June 2019 · Paper 3 (Statistics) · Q4(b)(i) 2 marks
Magali is investigating whether the daily mean total cloud cover can be modelled using a binomial distribution. She uses the random variable X to denote the daily mean total cloud cover and believes that XY ~ B(8, 0.76) Using Magali’s model, (b) (i) find PCY > 6) (ii)
June 2019 · Paper 3 (Statistics) · Q4(b)(ii) 2 marks
(ii) find, to 1 decimal place, the expected number of days in a sample of 184 days with a daily mean total cloud cover of 7
June 2019 · Paper 3 (Statistics) · Q4(c) 1 mark
(c) Explain whether or not your answers to part (b) support the use of Magali’s model.
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 · AS Paper 2 · Q3(a) 3 marks
3. Naasir is playing a game with two friends. The game is designed to be a game of chance so that the probability of Naasir winning each game is 1 Naasir and his friends play the game 15 times. (a) Find the probability that Naasir wins (i) exactly 2 games, (ii) more than 5 games. (3)
June 2018 · AS Paper 2 · Q3(b) 4 marks
Naasir claims he has a method to help him win more than 1 3 of the games. To test this claim, the three of them played the game again 32 times and Naasir won 16 of these games. (b) Stating your hypotheses clearly, test Naasir’s claim at the 5% level of significance. (4)
June 2018 · AS Paper 2 · Q5(a) 2 marks
5. A biased spinner can only land on one of the numbers 1, 2, 3 or 4. The random variable X represents the number that the spinner lands on after a single spin and P(X = r) = P(X = r + 2) for r = 1, 2 Given that P(X = 2) = 0.35 (a) find the complete probability distribution of X. (2)
June 2018 · AS Paper 2 · Q5(b) 3 marks
Ambroh spins the spinner 60 times. (b) Find the probability that more than half of the spins land on the number 4 Give your answer to 3 significant figures. (3)
June 2018 · AS Paper 2 · Q5(c) 3 marks Medium
The random variable Y = 12 X (c) Find P(Y – X - 4) (3)
June 2018 · Paper 3 · Q1(a) 2 marks
1. Helen believes that the random variable C, representing cloud cover from the large data set, can be modelled by a discrete uniform distribution. (a) Write down the probability distribution for C. (2)
June 2018 · Paper 3 · Q1(b) 1 mark
(b) Using this model, find the probability that cloud cover is less than 50% (1)
June 2018 · Paper 3 · Q1(c) 1 mark
Helen used all the data from the large data set for Hurn in 2015 and found that the proportion of days with cloud cover of less than 50% was 0.315 (c) Comment on the suitability of Helen’s model in the light of this information. (1)
June 2018 · Paper 3 · Q1(d) 1 mark
(d) Suggest an appropriate refinement to Helen’s model. (1)
June 2018 · Paper 3 · Q3(a) 2 marks
3. In an experiment a group of children each repeatedly throw a dart at a target. For each child, the random variable H represents the number of times the dart hits the target in the first 10 throws. Peta models H as B(10, 0.1) (a) State two assumptions Peta needs to make to use her model. (2)
June 2018 · Paper 3 · Q3(b) 1 mark
(b) Using Peta’s model, find P(H 4) (1)
June 2018 · Paper 3 · Q3(d) 4 marks
Thomas assumes that in this experiment no child will need more than 10 throws for the dart to hit the target for the first time. He models P(F = n) as P(F = n) = 0.01 + (n - 1) x alpha where alpha is a constant. (d) Find the value of alpha (4)
June 2018 · Paper 3 · Q3(e) 1 mark
(e) Using Thomas’ model, find P(F = 5) (1)

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