Bayesian spatial models in INLA
Available ‘latent’ models to use in terms of the linear predictor:
## Section [latent]
## 2diid (This model is obsolute)
## ar Auto-regressive model of order p (AR(p))
## ar1 Auto-regressive model of order 1 (AR(1))
## ar1c Auto-regressive model of order 1 w/covariates
## besag The Besag area model (CAR-model)
## besag2 The shared Besag model
## besagproper A proper version of the Besag model
## besagproper2 An alternative proper version of the Besag model
## bym The BYM-model (Besag-York-Mollier model)
## bym2 The BYM-model with the PC priors
## cgeneric Generic latent model specified using C
## clinear Constrained linear effect
## copy Create a copy of a model component
## crw2 Exact solution to the random walk of order 2
## dmatern Dense Matern field
## fgn Fractional Gaussian noise model
## fgn2 Fractional Gaussian noise model (alt 2)
## generic A generic model
## generic0 A generic model (type 0)
## generic1 A generic model (type 1)
## generic2 A generic model (type 2)
## generic3 A generic model (type 3)
## iid Gaussian random effects in dim=1
## iid1d Gaussian random effect in dim=1 with Wishart prior
## iid2d Gaussian random effect in dim=2 with Wishart prior
## iid3d Gaussian random effect in dim=3 with Wishart prior
## iid4d Gaussian random effect in dim=4 with Wishart prior
## iid5d Gaussian random effect in dim=5 with Wishart prior
## iidkd Gaussian random effect in dim=k with Wishart prior
## intslope Intecept-slope model with Wishart-prior
## linear Alternative interface to an fixed effect
## log1exp A nonlinear model of a covariate
## logdist A nonlinear model of a covariate
## matern2d Matern covariance function on a regular grid
## meb Berkson measurement error model
## mec Classical measurement error model
## ou The Ornstein-Uhlenbeck process
## revsigm Reverse sigmoidal effect of a covariate
## rgeneric Generic latent model specified using R
## rw1 Random walk of order 1
## rw2 Random walk of order 2
## rw2d Thin-plate spline model
## rw2diid Thin-plate spline with iid noise
## scopy Create a scopy of a model component
## seasonal Seasonal model for time series
## sigm Sigmoidal effect of a covariate
## slm Spatial lag model
## spde A SPDE model
## spde2 A SPDE2 model
## spde3 A SPDE3 model
## z The z-model in a classical mixed model formulation