High number of hyperparameters

[Lorenzo Valleggi]

Good evening, 

I was wondering if there is some method to deal with this high number of hyperparameters in INLA without loss of computational speed. 

I have a hierarchical data structure like this:

3 years of observation;

50- US state;

2879- county

Thanks in advance.

Lorenzo.

[Elias T. Krainski]

This tells nothing about the number of hyperparameters. If you have three model terms, each with two parameters, and one in the likelihood that's 7. Do you have more? 

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