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
Question
In the Poisson distribution if P(x = k) = P(x = k+1) for some positive integer k, then the mean is
Group of answer choices
- 2
- k-1
- k+1
- k
- k-1
Solution
The Poisson distribution is a discrete probability distribution that expresses the probability of a given number of events occurring in a fixed interval of time or space. The probability mass function of a Poisson distribution is given by:
P(X=k) = λ^k * e^-λ / k!
where λ is the average rate of value (or the mean), k is the actual number of successes that result from the experiment, and e is approximately equal to 2.71828.
Given that P(X=k) = P(X=k+1), we can set up the following equation using the probability mass function:
λ^k * e^-λ / k! = λ^(k+1) * e^-λ / (k+1)!
Solving this equation for λ gives us the mean of the Poisson distribution.
First, simplify the equation:
λ^k / k! = λ^(k+1) / (k+1)!
This simplifies to:
1/k = λ
So, the mean λ is equal to k. Therefore, the correct answer is k.
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