Multivariate Spatial Models with 'INLA'


[Up] [Top]

Documentation for package ‘INLAMSM’ version 0.2-3

Help Pages

CV Multivariate mortality data from Comunidad Valenciana (Spain)
CV.nb Adjacency matrix of municipalities in Comunidad Valenciana (Spain)
inla.IMCAR.model IMCAR(Lambda): Intrinsic multivariate CAR latent effect.
inla.INDIMCAR.model MCAR(1, Lambda): Intrinsic multivariate CAR latent effect without correlation parameters.
inla.INDMCAR.model MCAR(alpha, Lambda): Proper multivariate CAR latent effect without correlation parameters.
inla.MCAR.model MCAR(alpha, Lambda): Proper multivariate CAR latent effect with a common autorcorrelation parameter.
inla.MCAR.transform Transform hyperparameters in multivarite spatial models.
inla.Mmodel.model M-model: Proper multivariate CAR latent effect with a different spatial autorcorrelation parameter for each disease.
inla.Mmodel.transform Transform hyperparameters in multivarite spatial models.
inla.rgeneric.IMCAR.model IMCAR(Lambda): Intrinsic multivariate CAR latent effect.
inla.rgeneric.indep.IMCAR.model MCAR(1, Lambda): Intrinsic multivariate CAR latent effect without correlation parameters.
inla.rgeneric.indep.MCAR.model MCAR(alpha, Lambda): Proper multivariate CAR latent effect without correlation parameters.
inla.rgeneric.MCAR.model MCAR(alpha, Lambda): Proper multivariate CAR latent effect with a common autorcorrelation parameter.
inla.rgeneric.Mmodel.model M-model: Proper multivariate CAR latent effect with a different spatial autorcorrelation parameter for each disease.