Poisson distribution-solve for x

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Homework Help Overview

The discussion revolves around finding the number of successes in a Poisson distribution given a specific probability and mean. The original poster presents a scenario with a mean (\(\lambda\)) of 1 and a required probability of 0.01, seeking to determine the corresponding number of successes.

Discussion Character

  • Exploratory, Assumption checking

Approaches and Questions Raised

  • Participants explore how to rearrange the Poisson probability formula to solve for the number of successes (x). There are attempts to evaluate the equation by substituting integer values for x to see if the resulting probability matches the required value. Questions arise about handling the factorial in the equation.

Discussion Status

The discussion is ongoing, with participants sharing different approaches to the problem. Some have suggested evaluating specific integer values for x, while others note the potential for non-integer solutions and the use of the Gamma function for interpretation. There is no explicit consensus yet on a method or solution.

Contextual Notes

Participants acknowledge that x must be an integer in the context of the Poisson distribution, which complicates finding an exact solution. The discussion includes references to computational tools like Maple for approximating values.

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Homework Statement


How to find for a Poisson distribution the number of successes for a given probability and mean. For example, for mean, \lambda, of 1, and a required probability of 0.01, what would the number of successes in the time interval be?

Homework Equations


Pr(X=x)=\frac{e^{-\lambda}\lambda^{x}}{x!}

The Attempt at a Solution


Not sure how to rearrange to solve for x. Or is there a different approach?
 
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fysiikka111 said:

Homework Statement


How to find for a Poisson distribution the number of successes for a given probability and mean. For example, for mean, \lambda, of 1, and a required probability of 0.01, what would the number of successes in the time interval be?


Homework Equations


Pr(X=x)=\frac{e^{-\lambda}\lambda^{x}}{x!}

The Attempt at a Solution


Not sure how to rearrange to solve for x. Or is there a different approach?

Solve the equation .01 = e-11x/x! for x.

I would just pick values of x and see if the expression on the right equals .01.
 
Thanks. How would you get rid of the factorial?
 
You replace it with its value. For example, if you pick x = 3, 3! = 6.
 
Since x is an integer in the Poisson distribution, there might not be an exact solution. For example, if lambda = 1 and the required probability is p = 0.01, Maple gets x = 4.278021, by interpreting x! in terms of a Gamma function. The actual p-values at x = 4 and x = 5 are 0.0153283 and 0.0030657, respectively.

RGV
 

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