MHB Can PMF and MGF Be Directly Summed for Poisson and Exponential Variables?

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The discussion centers on whether the probability mass function (PMF) and moment generating function (MGF) of Poisson and exponential random variables can be directly summed. Participants express confusion about the clarity of the problem statement, particularly regarding the identification of a distribution. The PMF for the Poisson distribution is provided, along with its MGF, which helps clarify the mathematical approach. There is a consensus that the question lacks clarity, but the provided information is deemed helpful for further understanding. Overall, the conversation emphasizes the importance of clear problem statements in mathematical discussions.
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is part a) simply the sum of the PMFs of the poisson and exponential random variables we are given?

I can't quite make sense of this question. Where it says "identify a distribution..."
is it looking for us to say something like a gamma random variable or a geometric random variable etc?

thank you!
 

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nacho said:
is part a) simply the sum of the PMFs of the poisson and exponential random variables we are given?

I can't quite make sense of this question. Where it says "identify a distribution..."
is it looking for us to say something like a gamma random variable or a geometric random variable etc?

thank you!

The statement of the problem is not clear at 100 x 100, but what I undestand is the PMF and MGF of the number N of customers arriving in a time T. N is Poisson distributed so that the PMF is... $\displaystyle P \{ N = n \} = \frac{(\beta\ T)^{n}}{n!}\ e^{- \beta\ T}\ (1)$ ... and the MGF is... $\displaystyle E \{ e^{N\ t}\} = \sum_{n=0}^{\infty} P \{N = n\}\ e^{n\ t} = e^{\beta\ T\ (e^t-1)}\ (2)$

Kind regards

$\chi$ $\sigma$
 
chisigma, a million thank yous are not enough to express my gratitude for you.

someone make this man a mod, he is legendary.

i am also happy that you also thought the question wasn't clear, that gives me some confidence :)

Thanks again, this is enough to get me started on the rest !
 
nacho said:
... someone make this man a mod, he is legendary...

Thank for Your compliments!... regarding the 'moderation' I consider myself totally unable to cover the role of moderator because I think that, in a family of people with the ideal to promote the mathematical knowledge, the figure of moderator shouldn't be necessary. For that reason I prefer to remain 'site helper' and to continue to do my best possible to MHB...

Kind regards

$\chi$ $\sigma$
 
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