Thornleigh Salesian College, Bolton Stats Easter School: 2. Probability Q1. A group of teenagers bought, in total, 25 items of clothing at two shops, Ace Gear and Boo Teak. The following table shows how many tops, jeans and sweaters were bought at each of the two shops. Tops Jeans Sweaters Ace Gear 3 7 5 Boo Teak 2 5 3 One item of clothing is chosen at random from these 25 items. (a) Find the probability that the chosen item: (i) is a top; (1) (ii) was bought from Boo Teak; (1) (iii) is a top and was bought from Boo Teak. (1) (b) State, with a reason, whether the events ‘the chosen item is a top’ and ‘the chosen item was bought from Boo Teak’ are independent. (2) (c) Given that the chosen item is not a top, find the conditional probability that it was bought from Boo Teak. (2) (Total 7 marks) Page 1 Thornleigh Salesian College, Bolton Q2. Gary and his neighbour Larry work at the same place. On any day when Gary travels to work, he uses one of three options: his car only, a bus only or both his car and a bus. The probability that he uses his car, either on its own or with a bus, is 0.6. The probability that he uses both his car and a bus is 0.25. (a) Calculate the probability that, on any particular day when Gary travels to work, he: (i) does not use his car; (1) (ii) uses his car only; (2) (iii) uses a bus. (3) (b) On any day, the probability that Larry travels to work with Gary is 0.9 when Gary uses his car only, is 0.7 when Gary uses both his car and a bus, and is 0.3 when Gary uses a bus only. (i) Calculate the probability that, on any particular day when Gary travels to work, Larry travels with him. (4) (ii) Assuming that option choices are independent from day to day, calculate, to three decimal places, the probability that, during any particular week (5 days) when Gary travels to work every day, Larry never travels with him. (2) (Total 12 marks) Page 2 Thornleigh Salesian College, Bolton Q3.Roger is an active retired lecturer. Each day after breakfast, he decides whether the weather for that day is going to be fine (F), dull (D) or wet (W). He then decides on only one of four activities for the day: cycling (C), gardening (G), shopping (S) or relaxing (R). His decisions from day to day may be assumed to be independent. The table shows Roger’s probabilities for each combination of weather and activity. Weather Fine (F) Dull (D) Wet (W) Cycling (C) 0.30 0.10 0 Gardening (G) 0.25 0.05 0 Shopping (S) 0 0.10 0.05 Relaxing (R) 0 0.05 0.10 Activity (a) Find the probability that, on a particular day, Roger decided: (i) that it was going to be fine and that he would go cycling; (ii) on either gardening or shopping; (iii) to go cycling, given that he had decided that it was going to be fine; (iv) not to relax, given that he had decided that it was going to be dull; (v) that it was going to be fine, given that he did not go cycling. (9) (b) Calculate the probability that, on a particular Saturday and Sunday, Roger decided that it was going to be fine and decided on the same activity for both days. (3) (Total 12 marks) Page 3 Thornleigh Salesian College, Bolton Q4. (a) The population of a country is suffering from an epidemic of a serious disease. A hospital doctor is consulted by 250 people suffering from symptoms of this disease. Of the 250 people, 105 are male, of whom 55 have the disease. Of the females, 65 have the disease. A person is selected at random from the 250 people who consulted the hospital doctor. The following events are defined: F is the event “the person is female”; S is the event “the person has the disease”; S0 is the event “not S”. Find: (i) P(F); (ii) P(F (iii) P(S); (iv) P(F | S). S′); (5) (b) The probability that a person selected at random from a large population has the disease is 0.2. (i) Four people are selected at random from a large population. Find the probability that at least one of these four people has the disease. (2) (ii) Of the people suffering from this disease, 90% give a positive reaction to the test designed to detect the disease, whereas 15% of the people who are not suffering from the disease also give a positive reaction to the test. Calculate the probability that a person who gives a positive reaction to the test does not have the disease. (4) (Total 11 marks) Page 4 Thornleigh Salesian College, Bolton M1. (a) (i) P (top) = B1 1 (ii) P (from BT) = B1 1 (iii) P (top from BT) = Condone assumption of independence here B1 1 (b) , so independent M1A1 2 (c) Cond prob = M1 for OE M1A1 2 [7] M2. P(C) = 0.6 P(C ∩ B) = 0.25 Page 5 Thornleigh Salesian College, Bolton {P(C only) = 0.35 (a) (i) P(B only) = 0.4} In (a), ratios (eg 4: 10) are only penalised by 1 mark at first correct answer P(C′) = 1 – P(C) = 1 – 0.6 = 0.4 CAO; or equivalent B1 1 (ii) P(C ∩ B′) = 0.6 – 0.25 Can be implied by correct answer M1 = 1 – (0.4 + 0.25) = 0.35 CAO; or equivalent A1 2 (iii) P(B) = (i) + p with p < 0.6 Can be implied by correct answer M1 = (i) + 0.25 Can be implied by correct answer A1 = 0.65 CAO; or equivalent A1 OR P(B) = 1 – (ii) Can be implied by correct answer (M2) = 0.65 (A1) Page 6 Thornleigh Salesian College, Bolton OR 1 = P(C) + P(B) – P(C ∩ B) Can be implied by correct answer (M1) Thus P(B) = 1 – (0.6 – 0.25) Can be implied by correct answer (A1) = 0.65 CAO; or equivalent (A1) 3 (b) P(L | GC) = 0.9 P(L | GCB) = 0.7 P(L | GB) = 0.3 (i) P(G ∩ L) (a)(ii) × 0.9 (0.315) Follow through or correct M1 0.25 × 0.7 (0.175) M1 [(a)(iii) – 0.25] × 0.3 (0.12) Follow through or correct M1 Note: Each pair of multiplied probabilities must be > 0 to score the corresponding method mark Ignore any multiplying factors Ignore any additional terms 0.315 + 0.175 + 0.12 = 0.61 CAO A1 4 Page 7 Thornleigh Salesian College, Bolton (ii) Probability = {1 – (b)(i)}5 Allow 5 × {1 – (b)(i)}5 M1 = 0.395 = 0.009 AWRT (0.00902) A1 2 [12] M3.(a) (i) P(F & C) = 0.3 or 3 / 10 or 30% Ratios (eg 3:10) are only penalised by 1 accuracy mark at first correct answer CAO (0.3) B1 (1) (ii) P(G or S) = 0.45 or 45 / 100 or 45% CAO (0.45) B1 (1) (iii) P(C | F) = = M1 30 / 55 or 6 / 11 CAO (6 / 11) or (0.54 to 0.55) or (54% to 55%) AWFW (0.54545) A1 (2) Page 8 Thornleigh Salesian College, Bolton (iv) P(R′ | D) = Correct numerator M1 Correct denominator M1 25 / 30 or 5 / 6 CAO (5 / 6) or (0.83 to 0.834) or (83% to 83.4%) AWFW (0.83333) A1 (3) (v) P(F | C′) = Correct expression M1 25 / 60 or 5 / 12 CAO (5 / 12) or (0.416 to 0.42) or (41.6% to 42%) AWRT (0.41667) A1 (2,3) 9 (b) P = [P(F & C)]2 + [P(F & G)]2 Attempt at sum of at least 2 squared terms; 0 < term < 1; not (a + b)2 May be implied by a correct expression or a correct answer M1 0.302 + 0.252 or 0.09 + 0.0625 = OE Ignore additional terms or integer multipliers May be implied by a correct answer A1 Page 9 Thornleigh Salesian College, Bolton 1525 / 10000 or 305 / 2000 or 61 / 400 CAO or (0.1525) (0.152 to 0.153) or (15.2% to 15.3%) AWFW A1 3 [12] M4. (a) (i) 145/250 = 29/50 = 0.58 (or 58%) B1 (ii) 80/250 = 8/25 = 0.32 (or 32%) B1 (iii) 120/250 = 12/25 = 0.48 (or 48%) B1 (iv) 65/120 = 13/24 = 0.542 (or 54.2%) M1 for using 120 A1 5 (b) (i) 1 – (0.8)4 = 0.590 = 5904/10000 for 0.84 M1 (or 59.0%) A1 2 (ii) P(+ve response) = (0.2 × 0.9) + (0.8 × 0.15) M1 Page 10 Thornleigh Salesian College, Bolton = 0.3 A1 P(not suffering | +ve response) = (0.8 × 0.15) / 0.3 M1 = 0.12 / 0.3 = 0.4 or 2/5 (or 40%) A1 4 [11] Page 11 Thornleigh Salesian College, Bolton E1. Once again part (a) was answered very well, and the conditional probability in part (c) was often found correctly by clear-thinking candidates. Despite this, virtually no candidate was able to deduce in part (b) that the two events were independent. E2. Whilst a not insignificant proportion of candidates scored full or almost full marks, many candidates found this question difficult; this despite its similarity to a question on a recent paper. Most candidates answered part (a)(i) correctly but then in parts (a)(ii) and (iii) often multiplied two probabilities. Similarly, responses in part (b)(i) often involved multiplying together three probabilities rather than two. However, where better progress was made, candidates often scored 1 mark for each of (a)(ii) × 0.9) and (0.25 × 0.7) but not for ((a)(iii) × 0.3) since it required ({(a)(iii) – 0.25} × 0.3). Such candidates often also scored 1 of the 2 marks available in part (b)(ii) for the use of (1 – (b)(i))5. - E3.This fairly standard probability question posed major difficulties to the weaker students whereas the stronger students scored high marks often with an apparent minimum of effort. Almost all students answered part (a)(i) correctly with slightly fewer scoring the mark in part (a)(ii) through the use of multiplication instead of addition. The use of conditional probability to answer parts (a)(iii) to (v) was beyond many students and it was not unusual to see repeated answers of 0.25 or 0.30. Of those students who scored very few marks in part (a), many were then able to make a sensible and often correct attempt at part (b). Whilst many students identified the need for (0.302 + 0.252), this was sometimes spoilt by the introduction of 0.55, 0.55−1 or 2 as a multiplier. E4. The main issue is that candidates either like and understand probability concepts and Page 12 Thornleigh Salesian College, Bolton achieve full marks on this type of question or, simply leave the question out or make little effort as they don’t feel confident with the topic. Those who have a go find the conditional probability hard. Page 13