dispersion_check: Use simulations to check for overdispersion or...

In inbo/inlatools: Diagnostic Tools for INLA Models

Use simulations to check for overdispersion or underdispersion

Description

Use simulations to check for overdispersion or underdispersion

Usage

dispersion_check(object, nsim = 1000)

## S4 method for signature 'inla'
dispersion_check(object, nsim = 1000)

Arguments

object	the INLA model
nsim	the number of simulation

See Also

Other checks: distribution_check(), fast_aggregation_check(), fast_distribution_check(), get_anomaly()

Examples

library(INLA)
set.seed(20181202)
model <- inla(
  poisson ~ 1,
  family = "poisson",
  data = data.frame(
    poisson = rpois(20, lambda = 10),
    base = 1
  ),
  control.predictor = list(compute = TRUE)
)
dc <- dispersion_check(model)
str(dc)

inbo/inlatools documentation built on Oct. 10, 2024, 8:11 a.m.