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Probability and Distribution Functions MCQ

Probability and Distribution Functions MCQ

1. __________ is a measure of the random variable’s dispersion about its mean (based on the sum of the squared deviations about the mean)

Answer

Correct Answer: Variance

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2. Uniform distribution is a probability distribution where the value of a random variable can take any value between a given lower and upper bound with equal probability can be ____________ .

Answer

Correct Answer: Both

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3. Triangular distribution is a continuous probability distribution with a known lower and upper bound; in the shape of a triangle.

Answer

Correct Answer: True

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4. Measure of a random variable’s dispersion about its mean (the square root of the variance).

Answer

Correct Answer: Standard Deviation

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5. Shifted exponential distribution is an exponential distribution where the average time between events is bounded below.

Answer

Correct Answer: True

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6. ________________ is the possible values that a random variable can take and the likelihood that the random variable will equal those values.

Answer

Correct Answer: Probability Distribution

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7. Poisson distribution is a discrete probability distribution where the time between events occurs at a constant average rate.

Answer

Correct Answer: True

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8. A continuous probability distribution that is unimodal and symmetric is called _____________.

Answer

Correct Answer: Normal (or Gaussian) Distribution

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9. Mean a measure of the central tendency of a distribution; also known as _____________ .

Answer

Correct Answer: Expected value

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10. ______________ is a continuous probability distribution where the random variable represents the time between Poisson events that occur at a constant average rate.

Answer

Correct Answer: Exponential Distribution

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11. Discrete probability distribution is a probability distribution where a random variable can only take a value from an identified finite set of possible values.

Answer

Correct Answer: True

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12. A probability distribution where a random variable can take any value between the limits of a given range is known as :

Answer

Correct Answer: Continuous Distribution

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13. A discrete probability distribution where the random variable is the number of successes in N trials is called _____________ .

Answer

Correct Answer: Binomial Distribution

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14. ____________ is a continuous probability distribution that can be unimodal, similar to a normal distribution, but not necessarily symmetric (a special case of a gamma distribution).

Answer

Correct Answer: Beta Distribution

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