Probability - Poisson Probability

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SUMMARY

The discussion focuses on estimating Poisson probabilities recursively using the formulas p0 = e and pk = (λ/k) * pk-1 for k = 1, 2, .... The Poisson distribution is defined by the equation f(x, λ) = eλx/x!. A participant clarifies that pk can be expressed as f(k, λ) and demonstrates how to derive f(k, λ) from f(k-1, λ), which aids in calculating P(X≤4).

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  • Understanding of Poisson distribution and its properties
  • Familiarity with recursive functions in mathematics
  • Basic knowledge of probability theory
  • Experience with mathematical notation and expressions
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  • Study the derivation of the Poisson distribution and its applications
  • Learn about recursive functions and their implementation in programming
  • Explore the calculation of cumulative probabilities using Poisson distribution
  • Investigate the relationship between Poisson and other probability distributions
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Students studying probability theory, mathematicians interested in statistical distributions, and educators teaching concepts related to the Poisson distribution.

dkotschessaa
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Homework Statement



Show that the Poisson probabilities [itex]p_{0}p_{1},...[/itex]can be estimated recursively by [itex]p_{0} = e^{-\lambda}[/itex] and

[itex] p_{k}=(\lambda/k)*p_{k-1}[/itex] k=1,2,...


Homework Equations



I know the Poisson distribution [itex]f(x, \lambda) = e^{-\lambda}\lambda^{x}/x![/itex]

But I haven't the faintest idea what is even being asked for here. It was never covered in class, our book, or any of the books I've looked through.

-Dave K
 
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dkotschessaa said:

Homework Statement



Show that the Poisson probabilities [itex]p_{0}p_{1},...[/itex]can be estimated recursively by [itex]p_{0} = e^{-\lambda}[/itex] and

[itex] p_{k}=(\lambda/k)*p_{k-1}[/itex] k=1,2,...

Homework Equations



I know the Poisson distribution [itex]f(x, \lambda) = e^{-\lambda}\lambda^{x}/x![/itex]

But I haven't the faintest idea what is even being asked for here. It was never covered in class, our book, or any of the books I've looked through.

-Dave K

Hi dkotschessaa! :smile:

##p_k## is just another way to write ##f(k, λ)##.
What is ##f(0, λ)##?
Can you express ##f(k, λ)## in terms of ##f(k-1, λ)##?
 
Thank you, that was extremely helpful . I was also able to use this to get a value for P(X≤4) which was the next part of the question!

Regard,

Dave K
 

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