Package index • stantargets

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stantargets-package: targets: Targets Archetypes for Stan

Examples

tar_stan_example_data(): Simulate example data for tar_stan_example_file().
tar_stan_example_file(): Write an example Stan model file.

MCMC

tar_stan_mcmc(): One MCMC per model with multiple outputs
tar_stan_mcmc_rep_diagnostics(): Multiple MCMCs per model with sampler diagnostics
tar_stan_mcmc_rep_draws(): Multiple MCMC runs per model with draws
tar_stan_mcmc_rep_summary(): Multiple MCMCs per model with summaries

Generated quantities

tar_stan_gq(): Generated quantities on an existing CmdStanFit object
tar_stan_gq_rep_draws(): Multiple runs of generated quantities per model with draws
tar_stan_gq_rep_summary(): Multiple runs of generated quantities per model with summaries

Variational Bayes

tar_stan_vb(): One variational Bayes run per model with multiple outputs
tar_stan_vb_rep_draws(): Multiple variational Bayes runs per model with draws
tar_stan_vb_rep_summary(): Multiple iterations per model of variational Bayes with summaries

Optimization

tar_stan_mle(): One optimization run per model with multiple outputs
tar_stan_mle_rep_draws(): Multiple optimization runs per model with draws
tar_stan_mle_rep_summary(): Multiple optimization runs per model with summaries

Other targets

tar_stan_compile(): Local Stan model compilation
tar_stan_summary(): One summary of a CmdStanFit object