Lesson 2.04h
2.04h Selecting a distribution Quiz: OCR Maths, Unit 14
20 questions
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Lesson 2.04h, Selecting a distribution: 20 multiple choice questions for the OCR Maths (H240), Unit 14: Statistical Distributions, written with Revision Ninja.
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The 20 questions
-
Which condition is required for a variable to follow a binomial distribution?
- Symmetrical shape
- Infinite trials
- Continuous data
- Independent trials
-
For X ~ B(n, p), what is the mean of X?
- np
- n(1 - p)
- np(1 - p)
- p/n
-
For X ~ B(n, p), what is the variance of X?
- np
- p(1 - p)/n
- np(1 - p)
- n(1 - p)^2
-
What type of data is a normal distribution primarily used to model?
- Discrete counts
- Categorical data
- Continuous data
- Binary outcomes
-
Which distribution models the number of successes in fixed independent trials?
- Binomial
- Poisson
- Normal
- Uniform
-
Under what main condition can a binomial distribution be approximated by a normal distribution?
- Small trial count
- Probability near zero
- Large trial count
- Continuous trial outcomes
-
Why is a normal approximation unsuitable for a binomial variable with n = 4?
- Trials not independent
- Trial count too small
- Probability too high
- Variance too large
-
An inspector checks 20 independent items with constant defect probability. Which model applies?
- Continuous distribution
- Binomial distribution
- Normal distribution
- Uniform distribution
-
Which probability distribution is most suitable for modelling egg masses from a farm?
- Discrete uniform distribution
- Normal distribution
- Bivariate distribution
- Binomial distribution
-
500 people independently answer yes or no with constant probability. Which model fits total 'yes' answers?
- Binomial distribution
- Normal distribution
- Exponential distribution
- Uniform distribution
-
Why is drawing 10 cards without replacement from a deck not strictly binomial?
- Variable trial count
- Continuous outcomes
- Infinite outcomes
- Non-constant probability
-
For 1000 independent trials with success probability 0.5, which distribution best approximates the binomial count?
- Poisson distribution
- Exponential distribution
- Uniform distribution
- Normal distribution
-
Which binomial condition is violated if the probability of success changes over time?
- Binary outcomes
- Fixed trial number
- Independent trials
- Constant probability
-
Which binomial assumption is violated when counting trials until the first success?
- Constant success probability
- Fixed trial number
- Two possible outcomes
- Independent trials
-
Which model best fits the discrete count of heads obtained in six coin tosses?
- Binomial model
- Continuous model
- Normal model
- Uniform model
-
What is the theoretical variance of a binomial distribution B(n, p)?
- np
- n^2 p
- np(1 - p)
- sqrt(np)
-
A researcher models the number of rainy days in a 30-day month with B(30, 0.4). Which statement is correct about the model's mean and variance?
- Mean 30 and variance 12
- Mean 0.4 and variance 0.24
- Mean 12 and variance 12
- Mean 12 and variance 7.2
-
Which distribution model best fits a set of continuous human height data?
- Binomial distribution
- Normal distribution
- Discrete distribution
- Uniform distribution
-
A student guesses 25 four-option questions. Which binomial model fits their total score?
- B(4, 0.25)
- B(25, 0.4)
- B(25, 0.25)
- N(25, 0.25)
-
Which distribution is best suited for modelling the number of emails arriving per hour?
- Poisson
- Binomial
- Uniform
- Normal
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