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Currently the add_latent_spatial() for INLA only add a single spatial latent effect as SPDE to the model that is then shared in case multiple likelihoods are specified. This thus assumes that there across datasets/likelihoods there is a single source of spatial dependency/errors that are shared by all datasets.
Another option would be to have individual new latent effects that are shared but specific for each dataset. This could be added as a parameter add_latent_spatial() (maybe separate_spde = FALSE ?)
So f(spatialfield1, model=spde, hyper=priors)
and f(spatialfield2, copy='spatialfield1', fixed=FALSE, hyper=priors),
The text was updated successfully, but these errors were encountered:
Currently the
add_latent_spatial()
for INLA only add a single spatial latent effect as SPDE to the model that is then shared in case multiple likelihoods are specified. This thus assumes that there across datasets/likelihoods there is a single source of spatial dependency/errors that are shared by all datasets.Another option would be to have individual new latent effects that are shared but specific for each dataset. This could be added as a parameter
add_latent_spatial()
(maybeseparate_spde = FALSE
?)So
f(spatialfield1, model=spde, hyper=priors)
and
f(spatialfield2, copy='spatialfield1', fixed=FALSE, hyper=priors),
The text was updated successfully, but these errors were encountered: