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E(X) = λ is used for which distribution?(1 Point)Binomial distributionBernoulli's distributionPoisson's distributionLaplace distribution

Question

E(X) = λ is used for which distribution?

(1 Point)

  • Binomial distribution
  • Bernoulli's distribution
  • Poisson's distribution
  • Laplace distribution
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Solution

Answer

The expression E(X)=λ E(X) = \lambda is used for the Poisson distribution.

Explanation

In a Poisson distribution, λ \lambda represents the average rate (mean) of occurrences in a fixed interval of time or space. The expected value, E(X) E(X) , of a Poisson random variable X X is equal to λ \lambda . Thus, if you encounter this formula, it indicates you are dealing with the Poisson distribution.

Poisson distribution is typically used in scenarios where events occur independently with a known constant mean rate. Examples include the number of emails received in an hour or the number of car accidents at an intersection in a day.

Therefore, the correct answer is Poisson's distribution.

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