fast_distribution_check: Use simulations to compare the observed distribution with the...

In inbo/inlatools: Diagnostic Tools for INLA Models

Use simulations to compare the observed distribution with the modelled distribution

Description

This check uses the fitted values and thus ignores the uncertainty on the predictions

Usage

fast_distribution_check(object, nsim = 1000)

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

## S4 method for signature 'list'
fast_distribution_check(object, nsim = 1000)

Arguments

object	the INLA model
nsim	the number of simulation

See Also

Other checks: dispersion_check(), 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)
)
fast_distribution_check(model)

inbo/inlatools documentation built on Sept. 17, 2022, 2:13 p.m.