I'm having some trouble with hierarchical models.
Suppose that a company has determined that the number of jobs per week, N, varies from week to week and has a Poisson distribution with mean. The number of hours to complete each job,
, is gamma distributed with parameters
and
. The total time to complete all jobs in a week is:
Note that T is the sum of a random number of random variables.
a) What is?
The correct answer is, but I don't know how to get there? Is it correct to do like this?
=
=
and becauseis gamma distributed =>
b)=
The correct answer is, but I don't know how to get there. I don't really know how to think when it comes to hierarchical models. It's kind of difficult, I think. Thanks in advance for your help.


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