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I'm looking to model some insurance claims, and based on a few quick skims of papers, the tweedie distributions seem like a good candidate - a poisson mixture of gammas. Is anyone aware of methods/studies/resources which do hierarchical modeling of tweedies? If it were another distribution, I would use proc mcmc, but I've read that there's no closed form for the distribution, so I can't use the "General" option to specify the distribution.
What I'm really interested in, though, is examining a sampling distribution. So I could consider a normal hierarchical model based on a fixed group size if there's no alternatives. But ideally I'd like to be able to generalize for different group sizes.
Thanks!
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There is an example of modeling automobile insurance claims with Proc Hpgenselect here:
https://support.sas.com/rnd/app/stat/examples/hpgenselect/hpgenselect.htm