Package index • rjuliabugs

Setting up Julia with `rjuliabugs`

setup_juliaBUGS(): Setup Julia Environment for JuliaBUGS

Fitting the model

juliaBUGS(): Run a Julia HMC Sampler for a BUGS-like Probabilistic Model

Exploring the fitted model and extracting posterior samples

extract(): Extract Posterior Samples from an `rjuliabugs` S3 Object

summary(<rjuliabugs>): Summary Method for JuliaBUGS Sampler Output

Converting posterior sample formats

as_rvar(): Convert to posterior::rvar format

as_mcmc(): Convert to coda::mcmc or mcmc.list format

as_draws(): Convert to posterior::draws format

Saving and loading the fitted `rjuliabugs` object

save_rjuliabugs(): Save an rjuliabugs Object and Its Julia State

load_rjuliabugs(): Load an rjuliabugs Object and Restore the Julia State

Utility functions

bugs2juliaBUGS(): Convert Bayesian Updating for Gibbs Sampling (BUGS) Model to Julia's `@bugs` Macro Format

wrap_model_to_juliaBUGS(): Wrap Bayesian Updating for Gibbs Sampling (BUGS) Model for Julia

julia_assign_int(): Assign an Integer Value to a Julia Variable

convert_numeric_types(): Convert Numeric Elements in a List to Integer or Float

delete_julia_obj(): Delete an object from the Julia Main environment