DIC: Deviance information criteria

In oswaldosantos/INLAOutputs: Process selected outputs from the 'INLA' package

Description

Sort and display the Deviance information criteria of INLA models.

Usage

DIC(..., decreasing = FALSE, rnd = 3)

Arguments

...	objects of class inla with computed DIC.
decreasing	logical. If FALSE (default), DIC's are displayed in increasing order.
rnd	integer indicating the number of decimal places to be used.

Details

control.compute = list(dic = TRUE) must be used within inla function.

Value

matrix with models' DIC, mean deviance and effective number of paramenters.

References

Blangiardo, M., Cameletti, M., Baio, G., & Rue, H. (2013). Spatial and spatio-temporal models with R-INLA. Spatial and spatio-temporal epidemiology, 7, 39-55.

Examples

data(sp)

mod1 <- inla(aan ~ f(id, model = 'bym', graph = sp.adj),
             family = 'poisson', data = spn, E = eaan,
             control.compute = list(dic = TRUE))

mod2 <- inla(aan ~ shvn + f(id, model = 'bym', graph = sp.adj),
             family = 'poisson', data = spn, E = eaan,
             control.compute = list(dic = TRUE))

DIC(mod1, mod2)

oswaldosantos/INLAOutputs documentation built on May 24, 2019, 5 p.m.