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Mathematics 9709/52 October/November 2023: question paper and mark scheme

Cambridge AS & A Level Mathematics (9709), Paper 5 Probability & Statistics 1, October/November 2023. Read both free below, or download them. Done the paper? Get it marked by AI against this mark scheme.

9709_w23_qp_529709_w23_ms_529709/52/O/N/23

Paper
Paper 5 Probability & Statistics 1
Total marks
50
Time
1 hour 15 minutes
Code on the paper
9709/52/O/N/23
9709_w23_ms_52.pdf

9709/52 mark scheme, question by question

Each question as it's printed, and the mark scheme's points for it, as text. Diagrams, tables and graphs are in the PDFs above.

Question 15 marks

Question

A competitor in a throwing event has three attempts to throw a ball as far as possible. The random variable X denotes the number of throws that exceed 30 metres. The probability distribution table for X is shown below. x 0 1 2 3 P X = x 0.4 p r 0.15 (a) Given that E X = 1.1, find the value of p and the value of r. [3] (b) Find the numerical value of Var X . [2]

Mark scheme

1(a) p + r + 0.55 = 1 M1 Using sum of probabilities = 1 to form an equation. Accept p + r = 0.45 oe. p + 2r + 0.45 = 1.1 M1 Use E(X ) = 1.1 to form an equation. Accept p + 2r = 0.65 oe. NB: These marks can be gained in either order; the second M may have an algebraic substitution. p = 0.25, r = 0.2 A1 If both Ms not awarded, SC B1 for p = 0.25, r = 0.2 stated. 3 1(b) [Var(X) =] 0.4 × 02 + their 0.25 ×12 + ( their 0.2 ) × 22 + 0.15 × 32 − 1.12 M1 Correct formula for variance method using their probability distribution table, 0 < their [=[0+] 0.25 + 0.8 + 1.35 – 1.21] P(x) < 1. 19 A1 If M0 awarded, SC B1 for 1.19 www. = 1.19, 1 100 119 is A0. 100 2

Question 25 marks

Question

George has a fair 5-sided spinner with sides labelled 1, 2, 3, 4, 5. He spins the spinner and notes the number on the side on which the spinner lands. (a) Find the probability that it takes fewer than 7 spins for George to obtain a 5. [2] George spins the spinner 10 times. (b) Find the probability that he obtains a 5 more than 4 times but fewer than 8 times. [3]

Mark scheme

2(a) Method 1: [P(5) = 0.2] M1 1 – 0.8n, n = 6, 7. [P(X < 7) =] 1 − 0.86 11529 A1 0.737856 to at least 3SF. = 0.738, 15625 Method 2: [P(X < 7) =] 0.2 + 0.2 × 0.8 + 0.2 × 0.82 + 0.2 × 0.83 + 0.2 × 0.84 + 0.2 × 0.85 M1 0.2 + 0.2 × 0.8 + 0.2 × 0.82 + 0.2 × 0.83 + ( 0.2 × 0.84 + 0.2 × 0.85 +0.2 × 0.86 ) 11529 A1 0.737856 to at least 3SF. = 0.738, 15625 2 2(b) Method 1: [P(5, 6, 7) = ] M1 One term: C5 ( 0.2) ( 0.8) +10C6 ( 0.2) ( 0.8) + 10C7 ( 0.2) ( 0.8) Cx ( p ) (1 − p ) , 0 < p < 1, x ≠ 0,10. 10 5 5 6 4 7 3 10 x 10− x [0.02642 + 5.505 × 10-3 + 7.864 × 10-4] A1 Correct expression, accept unsimplified, no terms omitted leading to final answer. = 0.0327 B1 awrt Method 2: [P(X < 8) – P(X ⩽ 4) = 1 – P(X ⩾ 8) – P(X ⩽ 4) =] M1 One term: Cx ( p ) (1 − p ) x 10− x 10 , 0 < p < 1, x ≠ 0,10. 1 – { C8(0.2) (0.8) + C9(0.2) 0.8 + (0.2) } 10 8 2 10 9 10 – {(0.8)10 +10C1(0.2)(0.8)9 +10C2(0.2)2(0.8)8 +10C3(0.2)3(0.8)7 +10C4(0.2)4(0.8)6} A1 Correct expression, accept unsimplified, no terms omitted leading to final answer. [1 − {7.373 × 10−5 + 4.096 ×10−6 + 1.024 × 10−7 } − 0.1074 + 0.2684 + 0.3020 + 0.2013 + 0.08808 = 0.0327 B1 awrt 3

Question 35 marks

Question

A factory produces a certain type of electrical component. It is known that 15% of the components produced are faulty. A random sample of 200 components is chosen. Use an approximation to find the probability that more than 40 of these components are faulty. [5]

Mark scheme

3 [Mean = 200 ×0.15 =] 30 1 51 [Var = 200 × 0.15 × 0.85 =] 25.5 B1 30 and 25.5, 25 2 , 2 seen, allow unsimplified. May be seen in standardisation formula. 102 [σ =] 5.049 ⩽ σ ⩽ 5.05[0], implies 2 correct variance. Correct notation is required. 40.5 − 30 M1 Substituting their mean and their positive [P(X > 40) =] P(Z > ) 5.04975 into ± standardisation formula (any 25.5 number for 40.5), not their σ2 or their σ . M1 Using continuity correction 39.5 or 40.5 in their standardisation formula. [1 – Φ (2.079)] M1 Appropriate area Φ, from final process, must 1 – 0.9812 be a probability. = 0.0188 A1 0.01875 < p ⩽ 0.0188 5

Question 48 marks

Question

The heights, in cm, of the 11 players in each of two teams, the Aces and the Jets, are shown in the following table. Aces 180 174 169 182 181 166 173 182 168 171 164 Jets 175 174 188 168 166 174 181 181 170 188 190 (a) Draw a back-to-back stem-and-leaf diagram to represent this information with the Aces on the left-hand side of the diagram. [4] (b) Find the median and the interquartile range of the heights of the players in the Aces. [3] (c) Give one comment comparing the spread of the heights of the Aces with the spread of the heights of the Jets. [1]

Mark scheme

4(a) Aces Jets B1 Correct stem, ignore extra values (not in 9 8 6 4 16 6 8 reverse, not split). 4 3 1 17 0 4 4 5 2 2 1 0 18 1 1 8 8 If a split stem-and-leaf plot is used (i.e., stem 19 0 values are repeated), the remaining B marks are available. B1 Correct Aces labelled on left, leaves in order from right to left and lined up vertically, no commas or other punctuation. Key: 1 | 17 | 0 means 171 cm for the Aces and 170 cm for the Jets B1 Correct Jets labelled on same diagram, leaves in order and lined up vertically, no commas or other punctuation. B1 Correct key for their diagram, need both teams labelled and ‘cm’ stated at least once here, or in leaf headings or title. 4 4(b) Median = 173 [cm] B1 Accept Q2; must be identified. [IQR =] 181 – 168 M1 180 ⩽ UQ ⩽ 182 – 166 ⩽ LQ ⩽ 169 Implied if both quartile values are stated and an appropriate IQR calculated accurately. 13 [cm] A1 www If M0 scored SC B1 for 13 www. 3 4(c) Jets have a greater variety of heights. B1 [Jets IQR = 18 cm, Range = 24 cm Jets have a wider range of height. Aces IQR = their 4(b), Range = 18 cm] Jets have a greater/larger/bigger/wider/’more’ spread of heights. Comment about spread in context, must Aces have a smaller variety of height etc… include height. Comparison of values does not score until a comment in context is made. If values for range or IQR are stated, they must be correct or FT from 4(b). If more than one comment about spread, mark the final comment. Additional comments about central tendency score B0. 1

Question 58 marks

Question

(a) The heights of the members of a club are normally distributed with mean 166 cm and standard deviation 10 cm. (i) Find the probability that a randomly chosen member of the club has height less than 170 cm. [2] (ii) Given that 40% of the members have heights greater than h cm, find the value of h correct to 2 decimal places. [3] (b) The random variable X is normally distributed with mean - and standard deviation 3. Given that 3 = 23 -, find the probability that a randomly chosen value of X is positive. [3]

Mark scheme

5(a)(i) 170 − 166 M1 Use of ± standardisation formula with 170, [P(X < 170) =] P(Z < ) 166 and 10 substituted appropriately, 10 condone 102 , 10, condone continuity correction ± 0.5. [= P(Z < 0.4 ) =] 0.655 A1 0.655 ⩽ p < 0.6555 If M0 awarded, SC B1 for correct answer www. 2 5(a)(ii) h − 166 B1 0.253 ⩽ z ⩽ 0.2535 or −0.2535 ⩽ z ⩽ −0.253 P Z > 10 = 0.4 seen. h − 166 M1 Use of the ±standardisation formula with h, = 0.253 10 166, 10 and a z-value (not 1 – z-value), not 102 , 10 , no continuity correction. h = 168.53 A1 If M0 scored, SC B1 for 168.53 ⩽ h ⩽ 168.535, 168.5. SC B1 for 168.54 from z = 0.254. 3 5(b) M1 Use of the ±standardisation formula with 0, μ 0−μ [ 0] − μ 2 P ( X > 0) = P Z > σ = P Z > 2 and μ substituted for σ. μ 3 3 Or use of the ± standardisation formula with 3 [0] − 2 σ 0, σ and σ substituted for μ. 3 2 Or P Z > σ = P( Z > −1.5) A1 -1.5 seen, no additional terms (e.g. x – 1.5 A0). Condone Z < 1.5. If M0 scored, SC B1 Z > −1.5 or Z < 1.5 seen www. = 0.933 final answer A1 0.933 ⩽ p < 0.9333. If M0 scored, SC B1 0.933 ⩽p < 0.9333 seen www. 3

Question 69 marks

Question

Freddie has two bags of marbles. Bag X contains 7 red marbles and 3 blue marbles. Bag Y contains 4 red marbles and 1 blue marble. Freddie chooses one of the bags at random. A marble is removed at random from that bag and not replaced. A new red marble is now added to each bag. A second marble is then removed at random from the same bag that the first marble had been removed from. (a) Draw a tree diagram to represent this information, showing the probability on each of the branches. [3] (b) Find the probability that both of the marbles removed from the bag are the same colour. [4] (c) Find the probability that bag Y is chosen given that the marbles removed are not both the same colour. [2]

Mark scheme

6(a) B1 1st column, 2 branches identified X, Y with probabilities ½, ½ indicated. B1 2nd column (1st marble pick) of 4 branches identified R B R B (oe) and probabilities 7 3 4 1 , , , indicated appropriately. 10 10 5 5 B1 3rd column (2nd marble pick) of 8 branches identified R B R B R B R [B] (oe) and 7 3 8 2 4 1 probabilities , , , , , ,1,[0] . 10 10 10 10 5 5 Condone omission of YBB branch if YBR branch is fully correct. . Ignore any additional columns of branches. If separate tree diagrams for bags X and Y, B0B1B1 max if bags clearly identified. 3 6(b) [P(both same colour) = P(BB) + P(RR) = P(XBB) + P(XRR) + P(YRR) =] B1 FT 1 3 2 1 1 6 P ( BB) = × × + × × 0 = 1 3 2 1 7 7 1 4 4 2 10 10 2 5 200 × × + × × + × × seen. Accept unsimplified. 2 10 10 2 10 10 2 5 5 FT from 6(a) unsimplified only with 3 term probabilities. 6 49 16 = 200 + 200 + 50 , 0.03 + 0.245 + 0.32 B1 FT 1 7 7 Either [P(XRR) =] × × or 2 10 10 1 4 4 [P(YRR) =] × × seen. 2 5 5 FT from 6(a) unsimplified only with 3 term probabilities. M1 [P(BB) + P(XRR) + P(YRR) =] 6 49 16 their + their + their 200 200 50 Accept unsimplified, consistent with tree diagram if not clearly identified by notation. 119 A1 = , 0.595 200 4 Special case: if ½ omitted consistently in the tree diagram and the calculation (i.e., no probability for picking the bags), no FT. 3 2 1 SC B1 [P(BB) =] × + ×0 10 10 5 7 7 4 4 SC B1 [P(RR) =] × + × 10 10 5 5 3 2 1 7 7 4 4 SC B1 × + ×0 + × + × 10 10 5 10 10 5 5 6(c) P ( bag Y different colours ) M1 FT from their 6(a) and their 6(b) with 3 term P( bag Y | different colours) = probabilities unsimplified only or correct. P ( different colours ) 4 1 2 1 + + 1 4 1 1 1 1 4 1 1 1 0.08 + 0.1 × × + × [×1] × × + × [×1] Accept 50 10 , 25 10 , . 2 5 5 2 5 2 5 5 2 5 81 81 0.405 or 119 1 7 3 1 3 8 1 4 1 1 1 × × + × × + × × + × [×1] 200 200 1 − their 200 2 10 10 2 10 10 2 5 5 2 5 9 A1 Accept 36 , 0. 4. 4 81 = 50 = , 0.444 81 9 200 2 Special case: if ½ omitted consistently in the tree diagram and the calculation (ie no probability for picking the bags), no FT. 4 1 1 × + [×1] SC B1 5 5 5 , 1 − their 6(b) 4 1 1 × + [×1] or 5 5 5 . 7 3 3 8 4 1 1 × + × + × + [×1] 10 10 10 10 5 5 5

Question 710 marks

Question

(a) Find the number of different arrangements of the 9 letters in the word ANDROMEDA in which no consonant is next to another consonant. (The letters D, M, N and R are consonants and the letters A, E and O are not consonants.) [3] (b) Find the number of different arrangements of the 9 letters in the word ANDROMEDA in which there is an A at each end and the Ds are not together. [3] Four letters are selected at random from the 9 letters in the word ANDROMEDA. (c) Find the probability that this selection contains at least one D and exactly one A. [4] Additional Page If you use the following lined page to complete the answer(s) to any question(s), the question number(s) must be clearly shown.

Mark scheme

7(a) 5! ×4! M1 5! × 4! , e a positive integer, 1 can be 2! × 2! e implied. No other terms on numerator. No addition etc. M1 f , f a positive integer, g = 1, 2. No 2! × g ! other terms on denominator. 720 A1 3 7(b) Method 1 Number of arrangements with A at each end – Number of arrangements with A at each end and 2 Ds together. 7! B1 7! − 6! – e, 7 P5 − e, e a positive integer or 0. 2! 2! M1 6! d– , d > 720, r = 1, 2. r! = 1800 A1 Method 2 A ^ ^ ^ ^ ^ A and Ds inserted separately 6 P2 6×5 B1 5! × s, s a positive integer, 1 may be implied. 5! × or 5! × or 5! × 6C2 2! 2 M1 6×5 t× , t a positive integer > 1, u =1, 2. u = 1800 A1 Method 3 Number of arrangements with As at each end and Ds placed in different scenarios. Scenario position of first D B1 Correct outcome/value for 1 identified scenario, accept unsimplified, www. AD^^^^^^A 5! × 5 600 A^D^^^^^A 5! × 4 480 M1 Add values of 5 correct scenarios, no incorrect/repeated scenarios. A^^D^^^^A 5! × 3 360 A^^^D^^^A 5! × 2 240 A^^^^D^^A 5! × 1 120 [Total =] 1800 A1 3 7(c) Method 1: M1 At least one correct unsimplified expression Scenarios for an identified scenario. AD^^ 2 C1 × 2C1 × 5C2 = 40 ADD^ 2 C1 × [ 2C2 ×] 5C1 = 10 [Total = ] 40 + 10 or 50 soi A1 www If M0 scored, SC B1 [total =]50 www. [Total number of selections =] 9C4 [= 126] B1 Accept evaluated, accept as denominator of probability expression. Do not condone 9C5 unless there is a clear explanation for selecting the letters not in the group. 50 25 B1 FT 0.396825… to at least 3SF. [Probability =] , 126 63 their attempted 40 + 10 FT . Numerator must 126 be from an attempt to find the 2 appropriate scenarios and must be evaluated. 7(c) Method 2: M1 Numerator for at least one correct Scenarios unsimplified expression for an identified AD^^ scenario. 2 2 5 4 4 960 20 × × × × P2 = , 2 × 2 × 5 × 4 × 12 2 × 2 ×1× 5 ×12 9 8 7 6 3024 63 either or a×b×c×d a×b×c×d ADD^ seen, 6 ⩽ a,b,c,d ⩽ 9. 2 2 1 5 4 P3 240 5 × × × × = , 9 8 7 6 2! 3024 63 A1 2 × 2 × 5 × 4 ×12 2 × 2 ×1× 5 ×12 + , a×b×c×d a×b×c×d 20 5 6 ⩽ a,b,c,d ⩽ 9. [Total Probability = ] + 1200 25 63 63 If M0 scored, SC B1 , g > 1200, or g 63 seen. B1 p q r s × × × present in all scenarios 9 8 7 6 t attempted, accept , t < 3024. 3024 1200 25 B1 FT 0.396825… to at least 3SF. , oe 3024 63 their attempted 960 + 240 FT . Numerator 3024 must be from an attempt to find the 2 appropriate scenarios. 7(c) Method 3: selecting the A and then selecting 3 any letters and removing selections without Ds. 2 C1 × (7C3 – 5C3) [= 2 × (35 – 10)] M1 a × (7C3 – 5C3), a = 1, 2. [Total = ] 50 A1 www If M0 scored, SC B1 [total =]50 www. [Total number of selections =] 9C4 [= 126] B1 Accept evaluated, accept as denominator of probability expression. Do not condone 9C5 unless there is a clear explanation for selecting the letters not in the group. 50 25 B1 FT 0.396825… to at least 3SF. [Probability =] , 126 63 their attempted 40 + 10 FT . Numerator must 126 be from an attempt to find the 2 appropriate scenarios. Method 4: Listing outcomes. Either 10 correct outcomes for ADD^ listed or 40 correct outcomes for AD^^ listed M1 50 stated A1 www If M0 scored, SC B1 [total =]50 www. 126 stated or correct outcomes listed B1 50 25 B1 0.396825… to at least 3SF. [Probability =] , 126 63 their attempted 40 + 10 FT . Numerator must 126 be from an attempt to find the 2 appropriate scenarios. 4

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On this page, free: the mark scheme for AS & A Level Mathematics 9709/52, October/November 2023 (9709_w23_ms_52), and the question paper (9709_w23_qp_52), to read or download, with each question's marking points written out underneath.

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Mathematics 9709/52 for October/November 2023 is out of 50 marks, with 1 hour 15 minutes to answer it.

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