For poisson distribution, the mean and variance are related by;a.μ>σ2𝜇>𝜎2b.None of allc.μ=σ2𝜇=𝜎2d.μ<σ2
Question
For poisson distribution, the mean and variance are related by:
- a.
μ > σ²
- b.
None of all
- c.
μ = σ²
- d.
μ < σ²
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Solution
Break Down the Problem
- We need to examine the relationship between the mean (μ) and variance (σ²) in a Poisson distribution.
- Identify the correct relationship from the provided options.
Relevant Concepts
- In a Poisson distribution, the mean (μ) and variance (σ²) are defined as follows:
- Mean (μ) = λ (the rate parameter)
- Variance (σ²) = λ
Analysis and Detail
- For a Poisson distribution:
- By definition, we have and .
- Therefore, it follows that .
Verify and Summarize
- Since both the mean and variance are equal in a Poisson distribution, the relationship can be succinctly summarized as:
- .
Final Answer
c.
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