Lesson M3
M3 Modelling with probability Quiz: AQA Maths, Unit 11
20 questions
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Lesson M3, Modelling with probability: 20 multiple choice questions for the AQA Maths (7357), Unit 11: Statistics, written with Revision Ninja.
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The 20 questions
-
Why are simplifying assumptions stated when constructing a mathematical probability model?
- Define valid conditions
- Remove all uncertainty
- Guarantee exact accuracy
- Increase sample size
-
Which real-world customer behaviour violates the assumption of independent arrivals in a model?
- Arriving in groups
- Arriving at noon
- Paying by card
- Arriving on foot
-
Which real-world property violates the model assumption that a coin is fair?
- Two outcomes
- Independent tosses
- Fixed trials
- Coin bias
-
In manufacturing, which phenomenon causes defective items in a batch to violate independence assumptions?
- Machine fault clustering
- Constant temperature
- Uniform inspection
- Random raw materials
-
Which condition is required for a binomial probability distribution model to be valid?
- Independent trials
- Variable probability
- Continuous outcomes
- Unlimited trials
-
A model says P(rain on any day) = 0.3, independently each day. What is the probability of rain on both Monday and Tuesday?
- 0.60
- 0.06
- 0.09
- 0.30
-
Under the same model (P(rain) = 0.3 each day, independent), what is the probability of rain on at least one of Monday, Tuesday and Wednesday?
- 0.900
- 0.027
- 0.343
- 0.657
-
Real weather has positive day-to-day correlation. An independent model estimates consecutive rain probability as:
- Too high
- Too low
- Unchanged
- Exactly zero
-
Which condition must hold for P(A intersection B) = P(A) * P(B) to apply?
- Mutually exclusive events
- Independent events
- Exhaustive events
- Dependent events
-
What is a key practical limitation of computer-generated random numbers in probability simulations?
- They are continuous
- They are pseudo-random
- They are symmetrical
- They are skewed
-
A model uses P(A) = 0.5 and P(B) = 0.4 with A and B independent. What is the probability that neither occurs?
- 0.10
- 0.20
- 0.70
- 0.30
-
How is a theoretical probability model primarily evaluated against real-world situations?
- Comparing observed frequencies
- Calculating the mean
- Assuming independence
- Increasing trial numbers
-
A fair die is rolled twice. What is the probability of exactly one six?
- 11/36
- 1/3
- 5/18
- 1/6
-
Adding more realistic detail to a mathematical model involves balancing accuracy against which factor?
- Simplicity
- Significance
- Independence
- Variance
-
A stock price is modelled to rise each day with probability 0.6, independently. What is the probability it rises on exactly 2 of 3 days?
- 0.648
- 0.288
- 0.432
- 0.216
-
If P(A) = 0.3 and P(B) = 0.2, what is P(A ∩ B) under independence?
- 0.15
- 0.50
- 0.10
- 0.06
-
How can a probability model assuming a constant call arrival rate be improved?
- Use a Normal distribution
- Ignore peak hours
- Assume zero variance
- Vary rate by time
-
If defects cluster rather than occur independently, how does the proportion of defective batches change?
- It stays constant
- It increases
- It decreases
- It doubles
-
P(A) = 0.2 and P(B) = 0.5 with A and B independent. Let C be the event that A or B occurs. What is P(C)?
- 0.50
- 0.70
- 0.10
- 0.60
-
Four independent tests each succeed with probability 0.8. What is the probability all four succeed?
- 0.2048
- 0.4096
- 0.3200
- 0.8000
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