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Mathematics 9709/52 October/November 2022: question paper and mark scheme

Cambridge AS & A Level Mathematics (9709), Paper 5 Probability & Statistics 1, October/November 2022. Read both free below, or download them. Done the paper? Get it marked by AI against this mark scheme.

9709_w22_qp_529709_w22_ms_529709/52/O/N/22

Paper
Paper 5 Probability & Statistics 1
Total marks
50
Time
1 hour 15 minutes
Code on the paper
9709/52/O/N/22
9709_w22_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

On any day, Kino travels to school by bus, by car or on foot with probabilities 0.2, 0.1 and 0.7 respectively. The probability that he is late when he travels by bus is x. The probability that he is late when he travels by car is 2x and the probability that he is late when he travels on foot is 0.25. The probability that, on a randomly chosen day, Kino is late is 0.235. (a) Find the value of x. [3] (b) Find the probability that, on a randomly chosen day, Kino travels to school by car given that he is not late. [2]

Mark scheme

1(a) 0.2 × x + 0.1× 2x + 0.7 × 0.25 = 0.235 M1 0.2 × x + 0.1× 2x + 0.7 × 0.25 or 0.2x + 0.2x + 0.175 seen. M1 Equating their 3 term expression (2 terms involving x) to 0.235 x = 0.15 A1 3 1(b) P ( car and not late ) M1 0.1 × (1 − 2 × their x ) or 0.1 × 0.7 as numerator [ P(car |not late ) = P ( not late ) and 0.2 × (1 – their x) + 0.1 × (1 – 2 × their x ) + 0.7 × 0.75 with values 0.1 × (1 − 0.3) substituted or 1 – 0.235 or 0.765 as denominator of fraction. 1 − 0.235 Condone 0.2 × (1 – their x) + 0.1 × (1 – × their x) + 0.7 × 0.75 as denominator consistent with 1(a). 0.07 70 14 A1 0.091503267 to at least 3SF. 0.765 = 0.0915, 765 , 153 If M0 scored SC B1 for 0.091503267 to at least 3SF. 2

Question 27 marks

Question

The lengths of the rods produced by a company are normally distributed with mean 55.6 mm and standard deviation 1.2 mm. (a) In a random sample of 400 of these rods, how many would you expect to have length less than 54.8 mm? [4] (b) Find the probability that a randomly chosen rod produced by this company has a length that is within half a standard deviation of the mean. [3]

Mark scheme

2(a) 54.8 − 55.6 M1 Use of ± standardisation formula, with 54.8, 55.6 and 1.2 [P(X<54.8)] = P( Z < ) 1.2 substituted. condone 1.22 , 1.2 or continuity correction of 54.75 or 54.85 [= P( Z < −0.6667)] = 1 − 0.7477 M1 Appropriate area Φ, from final process, must be probability. = 0.2523 A1 0.252 ⩽ p ⩽ 0.2525 If A0 scored S CB1 for 0.252 ⩽ p ⩽ 0.2525 [Expected number =] 400 × 0.2523 = 100.92 B1 FT FT their 4SF (or better) probability from a normal calculation. 100 or 101 Must be a single integer answer. 4 2(b) 1 1 M1 {Both ½ and –½ seen as z-values [P( − < Z < ) = Φ(½ ) – Φ(−½) =] or appropriate use of +½ or −½} 2 2 and {no other z-values in part}. 1 2Φ − 1 56.2 − 55.6 55[.0] − 55.6 2 Condone and seen as z-values. 1.2 1.2 = 2 × their 0.6915 −1 or their 0.6915 − (1 − their 0.6915 ) M1 Calculating the appropriate area from stated phis of z-values which or 2 × ( 0.6915 − 0.5 ) must be ± the same number. 0.383 A1 0.3829 ⩽ z ⩽ 0.383 If A0 scored SC B1 for 0.3829 ⩽ z ⩽ 0.383 3

Question 35 marks

Question

Three fair 6-sided dice, each with faces marked 1, 2, 3, 4, 5, 6, are thrown at the same time repeatedly. The score on each throw is the sum of the numbers on the uppermost faces. (a) Find the probability that a score of 17 or more is first obtained on the 6th throw. [3] (b) Find the probability that a score of 17 or more is obtained in fewer than 8 throws. [2]

Mark scheme

3(a) 4 1 B1 May be seen used in calculation. [P(17 or 18) =] = ,0.0185(185…) 216 54 5 53 1 M1 p(1 – p)5, 0 < p < 1 P(X = 6) = . 54 54 0.0169 A1 0.01686 < p ⩽ 0.0169 If A0 scored SC B1 for 0.01686 < p ⩽ 0.0169 3 3(b) 53 7 M1 r [P(X < 8) =] 1 − 53 1 − their or 0.98148 or correct , 54 54 r = 7,8 0 < their p < 1 0.123 A1 0.1225 ⩽ p ⩽ 0.123 Alternative method for Question 3(b) [P(X < 8) =] M1 q + pq + p 2 q + p3q + p 4 q + p5 q + p 6 q , p + q = 1, 0 < p, q < 1, q 2 3 4 1 53 1 53 1 53 1 53 1 + + + + + = their 53 54 54 54 54 54 54 54 54 54 54 5 6 53 1 53 1 + 54 54 54 54 0.123 A1 0.1225 ⩽ p ⩽ 0.123 2

Question 47 marks

Question

The times taken, in minutes, to complete a word processing task by 250 employees at a particular company are summarised in the table. Time taken (t minutes) 0 ≤ t < 20 20 ≤ t < 40 40 ≤ t < 50 50 ≤ t < 60 60 ≤ t < 100 Frequency 32 46 96 52 24 (a) Draw a histogram to represent this information. [4] From the data, the estimate of the mean time taken by these 250 employees is 43.2 minutes. (b) Calculate an estimate for the standard deviation of these times. [3]

Mark scheme

4(a) Cw 20 20 10 10 40 M1 At least 4 frequency densities calculated Fd 1.6 2.3 9.6 5.2 0.6 f 32 f eg condone if unsimplified , accept unsimplified, cw 20 cw ± 0.5 may be read from graph using their scale no lower than 1 cm = fd 1 A1 All bar heights correct on graph, using their suitable linear scale with at least 3 values indicated, no lower than 1 cm = fd 2. B1 Bar ends at [0,] 20, 40, 50, 60, 100 (at axis), 5 bars drawn 0 ⩽ time axis ⩽ 100, linear scale with at least 3 values indicated. B1 Axes labelled frequency density (fd), time (t) and minutes (mins, m) or appropriate title. (Axes may be reversed). 4 4(b) Midpoints 10 30 45 55 80 B1 At least 4 correct midpoints seen (check data table). [Mean = 43.2 given] M1 Appropriate variance formula with their 5 midpoints (not upper 32 × 102 + 46 × 302 + 96 × 452 + 52 × 552 + 24 × 802 bound, lower bound, class width, frequency density, frequency or [Var =] − 43.22 cumulative frequency). 250 Or Condone 1 frequency error. If correct midpoints seen accept 32 (10 − 43.2 ) + 46 ( 30 − 43.2 ) + 96 ( 45 − 43.2 ) 2 2 2 3200 + 41400 + 194400 + 157300 + 153600 549900 or +52 ( 55 − 43.2 ) + 24 (80 − 43.2 ) 2 2 250 250 250 −{43.22 or 1866.24} . 549900 A1 www, final answer 18.25814887 to at least 3SF. = − 43.22 = 333.36 If M0 earned SC B1 for final answer 18.25814887 to at least 3SF. 250 Sd = 18.3 3

Question 57 marks

Question

Eric has three coins. One of the coins is fair. The other two coins are each biased so that the probability of obtaining a head on any throw is 41 , independently of all other throws. Eric throws all three coins at the same time. Events A and B are defined as follows. A: all three coins show the same result B: at least one of the biased coins shows a head 7. (a) Show that P B = 16 [2] (b) Find P A | B. [2] The random variable X is the number of heads obtained when Eric throws the three coins. (c) Draw up the probability distribution table for X . [3]

Mark scheme

5(a) Method 1: Scenarios identified ignoring unbiased coin 1 3 3 M1 All 3 different calculations seen unsimplified. P(BH1 BT2) = × = 4 4 16 3 1 3 P(BT1 BH2) = × = 4 4 16 1 1 1 P(BH1 BH2) = × = 4 4 16 3 3 1 7 A1 Clear identification of all scenarios, linked probabilities and sum. + + = AG 16 16 16 16 5(a) Method 2: Scenarios identified with all 3 coins 1 1 3 3 M1 All 6 different calculations seen unsimplified. P(H BH1 BT2) = × × = 2 4 4 32 1 1 3 3 P(T BH1 BT2) = × × = 2 4 4 32 1 3 1 3 P(H BT1 BH2) = × × = 2 4 4 32 1 3 1 3 P(T BT1 BH2) = × × = 2 4 4 32 1 1 1 1 P(H BH1 BH2) = × × = 2 4 4 32 1 1 1 1 P(T BH1 BH2) = × × = 2 4 4 32 1 + 3 + 3 + 1 + 3 + 3 14 7 A1 Clear identification of all scenarios, linked probabilities and sum. P(B) = = = AG 32 32 16 Method 3: 1- P(BT1 BT2) ignoring unbiased coin 3 2 M1 Calculation seen unsimplified 1 – P(BT1 BT2) = 1 − and 1 – probability seen. 4 7 A1 Clear identification of scenario used, linked probability and = calculation. AG 16 5(a) Method 4: 1- P(BT1 BT2) with all 3 coins 1 3 3 1 3 3 M1 Both calculations seen unsimplified 1 – P(H BT1 BT2) – P(T BT1 BT2) = 1 − × × − × × and 1 – 2 probabilities seen. 2 4 4 2 4 4 9 9 7 A1 Clear identification of all scenarios used, linked probabilities and = 1− − = calculation. AG 32 32 16 2 5(b) 1 1 1 1 M1 Their identified P(HHH) or correct as numerator P ( A B ) 2 × 4 × 4 32 and their identified P(B) or correct as denominator. P ( A|B ) = = = P ( B) 7 7 Either numerical expression acceptable. 16 16 1 A1 Accept 0.071428… rounded to at least 3SF. = , 0.0714 14 2 5(c) 1 3 1 1 1 3 1 3 3 15 B1 Table with correct X values and at least one probability. P(1H) = × × + × × + × × = Condone any additional X values if probability stated as 0. 2 4 4 2 4 4 2 4 4 32 1 1 1 1 3 1 1 1 3 7 P(2H) = × × + × × + × × = B1 P(1) or P(2) correct, need not be in table, accept unsimplified. 2 4 4 2 4 4 2 4 4 32 B1 4 correct probabilities linked with correct outcomes, may not be in X 0 1 2 3 table. p(X) 9 15 7 1 Decimals correct to at least 3 SF. 32 32 32 32 0.28125 0.46875 0.21875 0.03125 SC B1 for 4 probabilities (0 < p < 1) sum to 1 ± 0.005 with P(1) and P(2) incorrect. 3

Question 69 marks

Question

At a company’s call centre, 90% of callers are connected immediately to a representative. A random sample of 12 callers is chosen. (a) Find the probability that fewer than 10 of these callers are connected immediately. [3] A random sample of 80 callers is chosen. (b) Use an approximation to find the probability that more than 69 of these callers are connected immediately. [5] (c) Justify the use of your approximation in part (b). [1]

Mark scheme

6(a) [1 – P(10, 11, 12) =] M1 One term 12Cx p x (1 − p )12− x , for 0 < x < 12, 0 < p < 1 1 − ( 12C10 0.910 0.12 + 12C11 0.911 0.11 + 12C12 0.912 0.10 ) = 1 – (0.230128 + 0.376573 + 0.282430) A1 Correct expression, accept unsimplified, no terms omitted, leading to final answer. 0.111 B1 Mark the final answer at the most accurate value, 0.1108 < p ⩽ 0.111 WWW. Alternative method for Question 6(a) [P(0,1,2,3,4,5,6,7,8,9) =] M1 One term 12Cx p x (1 − p )12− x , for 0 < x < 12, 0 < p < 1 12 C0 0.90 0.112 +12C1 0.91 0.111 +12C2 0.92 0.110 +12C3 0.93 0.19 +12C4 0.94 0.18 +12C5 0.95 0.17 +12C6 0.96 0.16 +12C7 0.97 0.15 +12C8 A1 Correct expression, accept unsimplified, no terms omitted, leading 0.98 0.14 +12C9 0.99 0.13 ) to final answer. If answer correct condone omission of any 7 of the 8 middle terms. 0.111 B1 Final answer 0.1108 < p ⩽ 0.111 WWW. 3 6(b) [Mean = 80 × 0.9 =] 72, B1 72 and 7.2 seen, allow unsimplified. [ Variance = 80 × 0.9 × 0.1] = 7.2 May be seen in standardisation formula. (2.683 ⩽ σ < 2.684 imply correct variance). 69.5 − 72 M1 Substituting their mean and their variance into ±standardisation P(X > 69) = P( Z > ) 7.2 formula (any number for 69∙5), not their 7.2, not √their 2.683 M1 Using continuity correction 69∙5 or 68∙5 in their standardisation formula. [= P( Z > −0.9317) =] M1 Appropriate area Φ, from final process, must be probability. Φ ( 0.9317 ) 0.824 A1 0.8239 ⩽ p ⩽ 0.8243 WWW. 5 6(c) np = 72, nq = 8 Both greater than 5, [so approximation is valid] B1 np, nq evaluated accurately. both np & nq referenced correctly. > 5 or greater than 5 seen. 1

Question 710 marks

Question

(a) Find the number of different arrangements of the 9 letters in the word ALLIGATOR in which the two As are together and the two Ls are together. [2] (b) The 9 letters in the word ALLIGATOR are arranged in a random order. Find the probability that the two Ls are together and there are exactly 6 letters between the two As. [5] (c) Find the number of different selections of 5 letters from the 9 letters in the word ALLIGATOR which contain at least one A and at most one L. [3] 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) 7! M1 7! b,c = 1,2 b !× c ! 2! 2! 7! × × oe, no further terms present. 2! 2! 5040 A1 2 7(b) Method 1 for first 3 marks: Arrangements of 6 letters including Ls between As 5! × 5 × 2 M1 5! × d, d integer > 1 M1 e! × f × g, e = 5, 6, 7; f = 1, 5; g = 1, 2; f ≠ g, 1 can be implicit. 1200 A1 Method 2 for first 3 marks: Number of arrangements of LL^^^^^ – number of arrangements with the Ls split by an A 6! × 2 – 5! × 2 M1 6! × 2 – h h an integer 1 < h < 1440 M1 k – 5! × 2 k an integer k > 240 1200 A1 Method 3 for first 3 marks: Alternative approaches to Method 1 ^A ^ ^ ^ ^ ^ A 5 P1 × 1P1 × 5P5 × 1P1 = 600 M1 LL treated as a single unit. M1 1200 A1 7(b) Final 2 marks of Question 7(b) 9! B1 Accept unsimplified. [Total number of arrangements =] = 90720 May be seen as denominator of probability. 2!2! 1200 5 B1 FT their 1200 Probability = , , 0.0132 unsimplified B1 FT if their 1200 and their 90 720 90720 378 their 90720 supported by work in this part. 5 7(c) Method 1: Scenarios identified Both As and Ls removed 5 A____ C4 = 5 B1 1 correct, identified outcome/value 5 AA _ _ _ C3 = 10 for A, AL or AAL scenario, accept unsimplified 5 5 AL _ _ _ C3 = 10 C5–x cannot be used in place of 5Cx 5 AAL _ _ C2 = 10 M1 Add 4 values of appropriate scenarios, no incorrect scenarios, no repeated scenarios, accept unsimplified, condone use of permutations. [Total =] 35 A1 Value stated WWW. Method 2: 1 A fixed, 1 L removed No other scenarios can be present anywhere in solution 7 7 A^^^^ C4 M1 Ch, 3 ⩽ h ⩽ 5 7 B1 C4 oe, no other terms, scenario identified. [Total =] 35 A1 Value stated. Method 3: 1 A fixed, both Ls removed A ^ ^ ^ ^ = 6C4 = 15 B1 Correct outcome/value for 1 identified scenario, accept A L ^ ^ ^ = 6C3 = 20 unsimplified. WWW M1 Add 2 values of appropriate scenarios, no incorrect scenarios, no repeated scenarios, accept unsimplified, condone use of permutations. [Total =] 35 A1 Value stated. 3

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On this page, free: the mark scheme for AS & A Level Mathematics 9709/52, October/November 2022 (9709_w22_ms_52), and the question paper (9709_w22_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 2022 is out of 50 marks, with 1 hour 15 minutes to answer it.

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