Function reference • inlatools

Checks Useful functions to validate a model
`dispersion_check()`	Use simulations to check for overdispersion or underdispersion
`distribution_check()`	Use simulations to compare the observed distribution with the modelled distribution
`fast_distribution_check()`	Use simulations to compare the observed distribution with the modelled distribution
Setting priors Get a grasp of potential effect of random effects with a specified standard error `sigma` or precision `tau`
`plot(<sim_iid>)`	Plot simulated random intercepts
`plot(<sim_rw>)`	Plot simulated random walks
`select_change()`	select fast changing simulations from an 'sim_rw' object
`select_divergence()`	select diverging simulations from an 'sim_rw' object
`select_poly()`	Select random walks best matching some polygon coefficients
`select_quantile()`	select the quantiles from an 'sim_rw' object
`simulate_iid()`	simulate data from a second order random walk
`simulate_rw()`	simulate data from a second order random walk
Statistics
`dispersion()`	Calculate a measure for dispersion
`fitted(<inla>)`	Calculate the residuals from an INLA model
`get_observed()`	get the observed values from the model object
`residuals(<inla>)`	Calculate the residuals from an INLA model
Utils
`generate_data()`	Generate dummy data with several distributions
`plot(<dispersion_check>)`	Plot the results from a dispersion check
`plot(<distribution_check>)`	Plot the results from a distribution check

Reference