spatio-temporal simultaneous autoregression model

Thanks Corey. Yeah, what you mentioned is indeed the problem. However, does
INLA can deal with the problem of many "zero" values if a count data model
is assumed?

You need to be careful with the incidence data if the Gaussian model isn't

appropriate, I assume that many >counties have very low prevalence, so a
count data model may be more appropriate. I would check out INLA, >it will
do Bayesian models over space and time, there are some tutorials/examples
here: http://www.r->inla.org/examples

My 2 cents 
Corey

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