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
Solution
Answer
The expression is used for the Poisson distribution.
Explanation
In a Poisson distribution, represents the average rate (mean) of occurrences in a fixed interval of time or space. The expected value, , of a Poisson random variable is equal to . 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.
Similar Questions
E(X) = λ is used for which distribution?(1 Point)Binomial distributionBernoulli's distributionPoisson's distributionLaplace distribution
In ______ distribution, mean = variance.(a) Normal(b) Binomial(c) Poisson(d) none of these
In the Poisson distribution if P(x = k) = P(x = k+1) for some positive integer k, then the mean isGroup of answer choices2k-1k+1kk-1
Identify the following distributionQuestion 5Answera.Poissonb.Geometricc.Exponential
The expected value of a discrete random variable ‘x’ is given byReview LaterP(x)∑ x P(x)∫ x P(x) dx∑ P(x)
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.