A-Level Maths H1 Quiz - Statistics Probability
Name: ____________________ Class: ____________________ Date: ____________________ Score: ________ / 50
Duration: 90 Minutes
Total Marks: 50
Instructions:
- Answer all questions.
- Use of an approved Graphing Calculator (GC) is expected.
- Show all necessary working clearly.
- Give your answers to 3 significant figures unless otherwise specified.
Section A: Probability and Counting (Questions 1–7)
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A committee of 5 members is to be chosen from a group of 7 men and 6 women. Find the number of ways the committee can be formed if it must contain at least 3 women.
[3]
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In a class of 30 students, 18 enjoy Mathematics, 15 enjoy Statistics, and 8 enjoy both. Find the probability that a randomly selected student enjoys neither Mathematics nor Statistics.
[2]
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A bag contains 6 red balls and 4 blue balls. Two balls are drawn one after another without replacement. Draw a probability tree diagram to represent all possible outcomes and find the probability that both balls are of the same colour.
[3]
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Events A and B are independent. Given that P(A)=0.6 and P(A∪B)=0.8, find P(B).
[2]
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Five people are to be seated in a row. Two of them, Alice and Bob, refuse to sit next to each other. Calculate the number of possible seating arrangements.
[3]
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A fair coin is tossed 3 times. Let X be the number of heads. Construct a probability distribution table for X.
[2]
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Given P(A∣B)=0.4, P(B)=0.5, and P(A)=0.3, determine whether events A and B are independent. Justify your answer.
[2]
Section B: Discrete and Continuous Distributions (Questions 8–14)
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A manufacturer finds that 15% of the lightbulbs produced are defective. In a random sample of 12 bulbs, find the probability that exactly 3 are defective.
[2]
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Using the same lightbulb scenario from Question 8, find the probability that at least 2 bulbs are defective.
[2]
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A random variable X follows a Binomial distribution B(20,0.4). State the mean and variance of X.
[2]
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The weights of adult males in a population are normally distributed with a mean of 72 kg and a standard deviation of 8 kg. Find the probability that a randomly selected male weighs between 65 kg and 80 kg.
[3]
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For the normal distribution in Question 11, find the weight w such that only 5% of the population weighs more than w.
[3]
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Let X and Y be independent normal random variables where X∼N(10,4) and Y∼N(15,9). Find the mean and variance of the linear combination W=2X−Y.
[3]
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A student's score on a test is normally distributed with μ=60 and σ=10. If the score is transformed to a Z-score, what is the Z-score for a student who scored 75?
[2]
Section C: Sampling, Hypothesis Testing and Regression (Questions 15–20)
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A researcher wants to select a simple random sample of 50 residents from a housing estate of 2,000 residents. Describe a method the researcher could use to ensure the sample is chosen randomly.
[2]
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A sample of 10 measurements of a chemical process is given: 12.1,11.8,12.5,12.0,11.9,12.2,12.4,11.7,12.1,12.3. Calculate the unbiased estimate of the population mean and the population variance.
[3]
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A population has a known variance of σ2=25. A random sample of 36 items gives a sample mean xˉ=52. Test the hypothesis that the population mean is μ=50 at the 5% level of significance.
[4]
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In the hypothesis test from Question 17, state the null hypothesis H0 and the alternative hypothesis H1 in mathematical terms.
[2]
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A scatter diagram shows a strong negative linear correlation between the number of hours spent gaming (x) and the test score (y). If the correlation coefficient is r=−0.85, interpret this value in the context of the data.
[2]
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The least squares regression line for a dataset is y=15.4+2.3x.
(a) Predict the value of y when x=10.
(b) Explain whether this prediction is likely to be an interpolation or extrapolation if the original data for x ranged from 2 to 12.
[3]