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O Level Additional Mathematics Statistics Probability Quiz
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Questions
O-Level Additional Mathematics Quiz - Statistics Probability
Name: __________________________
Class: __________________________
Date: __________________________
Score: ________ / 45
Duration: 60 Minutes
Total Marks: 45
Instructions:
- Answer all questions.
- Give non-exact numerical answers correct to 3 significant figures, or 1 decimal place in the case of angles in degrees, unless a different level of accuracy is specified in the question.
- You are expected to use an approved scientific calculator where appropriate.
- Show all necessary working clearly; no marks will be given for unsupported answers from a calculator.
Section A: Permutations and Combinations (Questions 1-5)
1. A committee of 4 people is to be chosen from a group of 6 men and 5 women. (a) Find the number of different committees that can be formed if there are no restrictions. [2]
(b) Find the number of different committees that can be formed if the committee must contain exactly 2 men and 2 women. [2]
(c) Find the number of different committees that can be formed if the committee must contain at least 3 women. [3]
2. Seven distinct books are to be arranged on a shelf. (a) Find the number of different arrangements if there are no restrictions. [1]
(b) Find the number of different arrangements if two particular books must always be together. [2]
(c) Find the number of different arrangements if the two particular books must never be together. [2]
3. How many different 4-digit numbers greater than 5000 can be formed using the digits 1, 2, 3, 4, 5, 6, 7 if: (a) Repetition of digits is allowed? [2]
(b) Repetition of digits is not allowed? [1]
4. In how many ways can the letters of the word "SINGAPORE" be arranged if: (a) There are no restrictions? [1]
(b) The vowels (I, A, O, E) must always be together? [2]
(c) The arrangement must start with a consonant and end with a vowel? [2]
5. A class consists of 8 boys and 7 girls. A team of 5 students is to be selected. (a) Find the number of ways to select the team if there are no restrictions. [1]
(b) Find the number of ways to select the team if it must contain at least 3 boys. [3]
(c) Find the number of ways to select the team if a specific boy and a specific girl must both be included. [1]
Section B: Probability Basics and Conditional Probability (Questions 6-10)
6. Events A and B are such that P(A)=0.4, P(B)=0.5, and P(A∩B)=0.2. (a) Find P(A∪B). [2]
(b) Find P(A′∩B). [2]
(c) Determine, with a reason, whether events A and B are independent. [2]
7. A bag contains 5 red balls, 3 blue balls, and 2 green balls. Two balls are drawn from the bag one after the other without replacement. (a) Draw a tree diagram to represent the possible outcomes and their probabilities. [2]
(Space for rough work/diagram) <br><br><br><br>
(b) Find the probability that both balls are red. [2]
(c) Find the probability that the two balls are of different colours. [3]
8. In a certain school, 60% of the students study Additional Mathematics (A) and 40% study Physics (P). It is known that 20% of the students study both subjects. (a) Given that a student studies Additional Mathematics, find the probability that they also study Physics. [2]
(b) Given that a student does not study Physics, find the probability that they study Additional Mathematics. [2]
(c) Are the events "Studying Additional Mathematics" and "Not studying Physics" independent? Justify your answer. [2]
9. A biased coin is such that the probability of getting a Head is 0.6. The coin is tossed 3 times. (a) Find the probability of getting exactly 2 Heads. [2]
(b) Find the probability of getting at least one Tail. [2]
(c) Find the probability that the first toss is a Head, given that exactly two Heads were obtained. [2]
10. Two fair six-sided dice are thrown. Let E be the event that the sum of the scores is 7, and F be the event that the first die shows a 4. (a) Find P(E). [2]
(b) Find P(F). [1]
(c) Find P(E∣F). [2]
Section C: Discrete Random Variables (Questions 11-15)
11. The discrete random variable X has the following probability distribution:
| x | 1 | 2 | 3 | 4 |
|---|---|---|---|---|
| P(X=x) | k | 2k | 3k | 4k |
(a) Find the value of k. [2]
(b) Find E(X), the expected value of X. [2]
(c) Find Var(X), the variance of X. [3]
12. A fair six-sided die is thrown. Let the random variable Y be the square of the score obtained. (a) Write down the probability distribution of Y. [2]
(b) Calculate E(Y). [2]
(c) Hence, or otherwise, find the variance of Y. [2]
13. The random variable Z is defined by Z=3X−2, where X is the random variable defined in Question 11. (a) Find E(Z). [1]
(b) Find Var(Z). [1]
(c) Find P(Z>4). [2]
14. The probability distribution of a discrete random variable W is given by P(W=w)=10w for w=1,2,3,4. (a) Verify that this is a valid probability distribution. [1]
(b) Find E(W). [2]
(c) Find the standard deviation of W. [3]
15. A game involves spinning a spinner with sectors numbered 1, 2, 3, and 4. The probabilities of landing on 1, 2, 3, and 4 are 0.1,0.2,0.3, and 0.4 respectively. Let S be the score. (a) Find the expected score E(S). [2]
(b) If the payout is \ (S^2)$, find the expected payout. [3]
(c) Find the variance of the score S. [2]
Section D: Binomial Distribution and Applications (Questions 16-20)
16. The random variable X follows a binomial distribution B(10,0.3). (a) Find P(X=4). [2]
(b) Find P(X≤2). [3]
(c) Find the mean and variance of X. [2]
17. In a large population, 15% of people are left-handed. A random sample of 8 people is selected. (a) State the distribution of the number of left-handed people in the sample. [1]
(b) Find the probability that exactly 2 people are left-handed. [2]
(c) Find the probability that at least one person is left-handed. [2]
18. A multiple-choice test has 10 questions. Each question has 4 options, only one of which is correct. A student guesses the answer to every question. (a) Find the probability that the student gets exactly 3 questions correct. [2]
(b) Find the probability that the student gets more than 1 question correct. [3]
(c) What is the expected number of correct answers? [1]
19. The probability that a machine produces a defective item is 0.05. Items are produced independently. (a) In a batch of 20 items, find the probability that exactly 1 item is defective. [2]
(b) In a batch of 20 items, find the probability that at most 2 items are defective. [3]
(c) How many items must be produced so that the expected number of defective items is 5? [1]
20. A fair coin is tossed 12 times. Let H be the number of heads obtained. (a) Find P(H=6). [2]
(b) Find P(H≥10). [3]
(c) Given that at least 10 heads were obtained, find the probability that exactly 11 heads were obtained. [2]
Answers
O-Level Additional Mathematics Quiz - Statistics Probability (Answer Key)
1. Committee Selection (a) Total people = 6+5=11. Choose 4. (411)=4×3×2×111×10×9×8=330 Answer: 330 [2]
(b) Choose 2 men from 6 and 2 women from 5. (26)×(25)=15×10=150 Answer: 150 [2]
(c) At least 3 women means (3 women, 1 man) or (4 women, 0 men). Case 1: (35)×(16)=10×6=60 Case 2: (45)×(06)=5×1=5 Total = 60+5=65 Answer: 65 [3]
2. Book Arrangements (a) 7 distinct books. 7!=5040 Answer: 5040 [1]
(b) Treat the 2 particular books as 1 unit. Now arranging 6 units. 6!×2!=720×2=1440 Answer: 1440 [2]
(c) Total arrangements - Arrangements where they are together. 5040−1440=3600 Answer: 3600 [2]
3. 4-Digit Numbers > 5000 Digits available: {1,2,3,4,5,6,7}. First digit must be 5, 6, or 7.
(a) Repetition allowed. 1st digit: 3 choices (5, 6, 7). 2nd, 3rd, 4th digits: 7 choices each. 3×7×7×7=1029 Answer: 1029 [2]
(b) Repetition not allowed. 1st digit: 3 choices. 2nd digit: 6 choices. 3rd digit: 5 choices. 4th digit: 4 choices. 3×6×5×4=360 Answer: 360 [1]
4. Word "SINGAPORE" Letters: S, I, N, G, A, P, O, R, E (9 distinct letters). Vowels: I, A, O, E (4). Consonants: S, N, G, P, R (5).
(a) No restrictions. 9!=362,880 Answer: 362,880 [1]
(b) Vowels together. Treat {IAOE} as 1 unit. Total units = 5 consonants + 1 vowel unit = 6 units. Arrange units: 6!. Arrange vowels within unit: 4!. 6!×4!=720×24=17,280 Answer: 17,280 [2]
(c) Start with consonant, end with vowel. 1st pos: 5 choices (consonants). Last pos: 4 choices (vowels). Middle 7 positions: Arrange remaining 7 letters in 7! ways. 5×4×7!=20×5040=100,800 Answer: 100,800 [2]
5. Team Selection (8 Boys, 7 Girls) (a) No restrictions. Choose 5 from 15. (515)=12015×14×13×12×11=3003 Answer: 3003 [1]
(b) At least 3 boys. Cases: 3B/2G, 4B/1G, 5B/0G. 3B/2G: (38)(27)=56×21=1176 4B/1G: (48)(17)=70×7=490 5B/0G: (58)(07)=56×1=56 Total = 1176+490+56=1722 Answer: 1722 [3]
(c) Specific boy and girl included. Need to choose 3 more from remaining 13 students. (313)=613×12×11=286 Answer: 286 [1]
6. Probability of Events A and B Given: P(A)=0.4,P(B)=0.5,P(A∩B)=0.2.
(a) P(A∪B)=P(A)+P(B)−P(A∩B)=0.4+0.5−0.2=0.7 Answer: 0.7 [2]
(b) P(A′∩B)=P(B)−P(A∩B)=0.5−0.2=0.3 Answer: 0.3 [2]
(c) Check independence: P(A)P(B)=0.4×0.5=0.2. Since P(A∩B)=0.2, they are independent. Answer: Yes, independent [2]
7. Balls in a Bag (5R, 3B, 2G) Total 10 balls. Without replacement.
(a) Tree Diagram: First branch R(0.5), B(0.3), G(0.2). Second branches adjust denominators to 9. [2]
(b) P(Red, Red) = 105×94=9020=92 Answer: 92 [2]
(c) P(Different) = 1 - P(Same). P(R,R) = 20/90. P(B,B) = 103×92=906. P(G,G) = 102×91=902. P(Same) = 9028. P(Different) = 1−9028=9062=4531 Answer: 4531 [3]
8. Conditional Probability (School Subjects) P(A)=0.6,P(P)=0.4,P(A∩P)=0.2.
(a) P(P∣A)=P(A)P(A∩P)=0.60.2=31 Answer: 31 [2]
(b) P(A∣P′)=P(P′)P(A∩P′). P(P′)=1−0.4=0.6. P(A∩P′)=P(A)−P(A∩P)=0.6−0.2=0.4. P(A∣P′)=0.60.4=32 Answer: 32 [2]
(c) Check independence of A and P'. P(A)P(P′)=0.6×0.6=0.36. P(A∩P′)=0.4. 0.36=0.4, so not independent. Answer: No, not independent [2]
9. Biased Coin (P(H)=0.6) 3 tosses.
(a) Exactly 2 Heads. Outcomes: HHT, HTH, THH. P(HHT)=0.6×0.6×0.4=0.144. Total = 3×0.144=0.432. Answer: 0.432 [2]
(b) At least one Tail = 1 - P(No Tails) = 1 - P(HHH). P(HHH)=0.63=0.216. 1−0.216=0.784. Answer: 0.784 [2]
(c) P(1st H | Exactly 2 H). Let E = Exactly 2 H. Let F = 1st is H. Outcomes in E: {HHT, HTH, THH}. All equally likely? No, probabilities are same for each sequence (0.144). F ∩ E = {HHT, HTH}. P(F∩E)=0.144+0.144=0.288. P(E)=0.432. P(F∣E)=0.4320.288=32. Answer: 32 [2]
10. Two Dice Total outcomes = 36. E: Sum is 7. {(1,6), (2,5), (3,4), (4,3), (5,2), (6,1)}. 6 outcomes. F: First die is 4. {(4,1), (4,2), (4,3), (4,4), (4,5), (4,6)}. 6 outcomes.
(a) P(E)=366=61 Answer: 61 [2]
(b) P(F)=366=61 Answer: 61 [1]
(c) E∩F: Sum 7 AND First 4. Only (4,3). 1 outcome. P(E∩F)=361. P(E∣F)=P(F)P(E∩F)=6/361/36=61. Answer: 61 [2]
11. Discrete Random Variable X Table: x∈{1,2,3,4}, P(x)∈{k,2k,3k,4k}.
(a) ∑P(x)=10k=1⇒k=0.1. Answer: k=0.1 [2]
(b) E(X)=1(0.1)+2(0.2)+3(0.3)+4(0.4)=0.1+0.4+0.9+1.6=3. Answer: 3 [2]
(c) E(X2)=1(0.1)+4(0.2)+9(0.3)+16(0.4)=0.1+0.8+2.7+6.4=10. Var(X)=10−32=1. Answer: 1 [3]
12. Die Square Variable Y Y∈{1,4,9,16,25,36}. P(Y=y)=1/6.
(a) Distribution table with values 1,4,9,16,25,36 each prob 1/6. [2]
(b) E(Y)=61+4+9+16+25+36=691. Answer: 691 [2]
(c) E(Y2)=61+16+81+256+625+1296=62275. Var(Y)=62275−(691)2=62275−368281=3613650−8281=365369. Answer: 365369 [2]
13. Linear Transformation Z = 3X - 2 Using Q11 results: E(X)=3,Var(X)=1.
(a) E(Z)=3E(X)−2=3(3)−2=7. Answer: 7 [1]
(b) Var(Z)=32Var(X)=9(1)=9. Answer: 9 [1]
(c) Z>4⇒3X−2>4⇒3X>6⇒X>2. X∈{3,4}. P(X>2)=P(X=3)+P(X=4)=3k+4k=7k=0.7. Answer: 0.7 [2]
14. Random Variable W P(W=w)=w/10 for w=1,2,3,4.
(a) Sum = 1/10+2/10+3/10+4/10=10/10=1. Valid. [1]
(b) E(W)=1(0.1)+2(0.2)+3(0.3)+4(0.4)=0.1+0.4+0.9+1.6=3. Answer: 3 [2]
(c) E(W2)=1(0.1)+4(0.2)+9(0.3)+16(0.4)=10. Var(W)=10−32=1. SD = 1=1. Answer: 1 [3]
15. Spinner Game S∈{1,2,3,4}. P(1)=0.1,P(2)=0.2,P(3)=0.3,P(4)=0.4.
(a) E(S)=1(0.1)+2(0.2)+3(0.3)+4(0.4)=0.1+0.4+0.9+1.6=3. Answer: 3 [2]
(b) Payout S2. E(S2)=12(0.1)+22(0.2)+32(0.3)+42(0.4)=0.1+0.8+2.7+6.4=10. Expected payout is \10$. Answer: 10 [3]
(c) Var(S)=E(S2)−[E(S)]2=10−32=1. Answer: 1 [2]
16. Binomial Distribution B(10, 0.3) n=10,p=0.3.
(a) P(X=4)=(410)(0.3)4(0.7)6. (410)=210. 210×0.0081×0.117649≈0.2001. Answer: 0.200 [2]
(b) P(X≤2)=P(X=0)+P(X=1)+P(X=2). P(X=0)=(0.7)10≈0.0282. P(X=1)=10(0.3)(0.7)9≈0.1211. P(X=2)=45(0.3)2(0.7)8≈0.2335. Sum ≈0.0282+0.1211+0.2335=0.3828. Answer: 0.383 [3]
(c) Mean E(X)=np=10×0.3=3. Variance Var(X)=np(1−p)=10×0.3×0.7=2.1. Answer: Mean = 3, Variance = 2.1 [2]
17. Left-Handed Sample n=8,p=0.15. Let L be number of left-handed people. L∼B(8,0.15).
(a) B(8,0.15). Answer: B(8,0.15) [1]
(b) P(L=2)=(28)(0.15)2(0.85)6. (28)=28. 28×0.0225×0.3771≈0.2376. Answer: 0.238 [2]
(c) P(L≥1)=1−P(L=0). P(L=0)=(0.85)8≈0.2725. 1−0.2725=0.7275. Answer: 0.728 [2]
18. Multiple Choice Test n=10,p=0.25 (1 correct out of 4). Let C be correct answers. C∼B(10,0.25).
(a) P(C=3)=(310)(0.25)3(0.75)7. (310)=120. 120×0.015625×0.1335≈0.2503. Answer: 0.250 [2]
(b) P(C>1)=1−P(C≤1)=1−[P(C=0)+P(C=1)]. P(C=0)=(0.75)10≈0.0563. P(C=1)=10(0.25)(0.75)9≈0.1877. P(C≤1)≈0.2440. P(C>1)=1−0.2440=0.7560. Answer: 0.756 [3]
(c) E(C)=np=10×0.25=2.5. Answer: 2.5 [1]
19. Defective Items p=0.05.
(a) n=20. P(D=1)=(120)(0.05)1(0.95)19. 20×0.05×0.3774≈0.3774. Answer: 0.377 [2]
(b) P(D≤2)=P(0)+P(1)+P(2). P(0)=(0.95)20≈0.3585. P(1)≈0.3774. P(2)=(220)(0.05)2(0.95)18=190×0.0025×0.3972≈0.1887. Sum =0.3585+0.3774+0.1887=0.9246. Answer: 0.925 [3]
(c) E(D)=np=5. 0.05n=5⇒n=100. Answer: 100 [1]
20. Coin Tosses n=12,p=0.5. H∼B(12,0.5).
(a) P(H=6)=(612)(0.5)12. (612)=924. 924×(0.5)12=4096924≈0.2256. Answer: 0.226 [2]
(b) P(H≥10)=P(10)+P(11)+P(12). P(10)=(1012)(0.5)12=66×(0.5)12. P(11)=(1112)(0.5)12=12×(0.5)12. P(12)=(1212)(0.5)12=1×(0.5)12. Sum =(66+12+1)(0.5)12=79×(0.5)12=409679≈0.0193. Answer: 0.0193 [3]
(c) P(H=11∣H≥10)=P(H≥10)P(H=11). P(H=11)=12×(0.5)12. P(H≥10)=79×(0.5)12. Ratio =7912≈0.1519. Answer: 7912 or 0.152 [2]
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