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Distribution for Count Data #43

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athammad opened this issue Jun 7, 2022 · 1 comment
Open

Distribution for Count Data #43

athammad opened this issue Jun 7, 2022 · 1 comment

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@athammad
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athammad commented Jun 7, 2022

Hi,
Currently, the library allows modelling the GPS only assuming a Normal, Lognormal or Gamma distributed Treatment. Is it possible to include the Poisson and Negative-binomial distribution for Count Data?

Thank you

@ronikobrosly
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Hi @athammad , it should be possible! The GPS is just a conditional prob density function of the exposure given a set of covariates, and it shouldn't matter if you arrive at that through a normal, lognormal, gamma, or any other type of model.

If you're up for it, it would be great to get your help with it. You could fork the repo, create a branch on your forked repo, and then open a pull request. I'll review it and work with you.

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