Package index • inlatools

All functions

dispersion(): Calculate a measure for dispersion

dispersion_check(): Use simulations to check for overdispersion or underdispersion

distribution_check(): Use simulations to compare the observed distribution with the modelled distribution

fast_aggregation_check(): Fast aggregation check Compare the observed and modelled aggregated values.

fast_distribution_check(): Use simulations to compare the observed distribution with the modelled distribution

fitted(<inla>): Extract the fitted values from an INLA model

generate_data(): Generate dummy data with several distributions

get_anomaly(): Get a set of anomalies of the model

get_observed(): get the observed values from the model object

dgpoisson() rgpoisson(): The generalised Poisson distribution

plot(<dispersion_check>): Plot the results from a dispersion check

plot(<distribution_check>): Plot the results from a distribution check

plot(<sim_iid>): Plot Simulated Random Intercepts

plot(<sim_rw>): Plot Simulated Random Walks

prec2sd(): Convert the posterior marginal of a precision to a standard deviation

residuals(<inla>): Calculate the Residuals From an INLA Model

rzanbinom(): Zero altered negative binomial

rzapois(): Zero-altered Poisson

rzinbinom(): Zero inflated negative binomial

rzipois(): Zero-inflated Poisson

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

var_nbinom() var_zinbinom1() var_zipois1(): Variance of the negative binomial distribution