In ______ distribution, mean = variance.(a) Normal(b) Binomial(c) Poisson(d) none of these
Question
In ______ distribution, mean = variance.
- (a) Normal
- (b) Binomial
- (c) Poisson
- (d) none of these
Solution
Break Down the Problem
- Identify the key point of the question: the type of distribution where the mean equals the variance.
- Evaluate each option provided.
Relevant Concepts
- Normal Distribution: In a normal distribution, the mean and variance are related, but they are not equal.
- Binomial Distribution: In a binomial distribution, the mean is given by and the variance by ; they are not equal.
- Poisson Distribution: In a Poisson distribution, the mean is equal to the variance .
Analysis and Detail
- Normal distribution does not have mean equal to variance.
- Binomial distribution has different forms for mean and variance.
- Poisson distribution is characterized by having the mean equal to the variance.
Verify and Summarize
Upon evaluating each of the options, it is clear that the Poisson distribution is the only one where the mean equals the variance.
Final Answer
The correct answer is (c) Poisson.
Similar Questions
For a negative binomial distribution, the mean and variance are related bya.μ<σ2𝜇<𝜎2b.μ=σ2𝜇=𝜎2c.μ>σ2𝜇>𝜎2d.None of all
For poisson distribution, the mean and variance are related by;a.μ>σ2𝜇>𝜎2b.None of allc.μ=σ2𝜇=𝜎2d.μ<σ2
E(X) = λ is used for which distribution?(1 Point)Binomial distributionBernoulli's distributionPoisson's distributionLaplace distribution
Identify the following distributionQuestion 5Answera.Poissonb.Geometricc.Exponential
If mean and standard deviation of a binomial distribution is 10 and 2respectively; q will be ___(a) 1(b) 0.8(c) 0.6(d) 0.4
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.