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url: https://mc-stan.org/rstantools
destination: "."
template:
package: pkgdownconfig
development:
mode: auto
navbar:
title: "rstantools"
structure:
left: [home, vignettes, functions, news, pkgs, stan]
right: [search, bluesky, forum, github, lightswitch]
components:
pkgs:
text: Other Packages
menu:
- text: bayesplot
href: https://mc-stan.org/bayesplot
- text: cmdstanr
href: https://mc-stan.org/cmdstanr
- text: loo
href: https://mc-stan.org/loo
- text: posterior
href: https://mc-stan.org/posterior
- text: projpred
href: https://mc-stan.org/projpred
- text: rstan
href: https://mc-stan.org/rstan
- text: rstanarm
href: https://mc-stan.org/rstanarm
- text: shinystan
href: https://mc-stan.org/shinystan
articles:
- title: "Recommendations for R package development with Stan"
desc: >
This vignette provides many recommendations for developers interested in
creating an R package that interface with Stan. Topics include
development best practices, precompiling Stan programs, R code and
documentation, and more.
contents:
- developer-guidelines
- title: "Step-by-step guide"
desc: >
This vignette walks through the steps required to set up a package with
a precompiled Stan model, from creating the initial package structure to
adding the precompiled Stan program and writing the R function that users
will call to fit the model.
contents:
- minimal-rstan-package
reference:
- title: "Package structure"
desc: >
Creating the basic structure of a Stan-based R package or add
Stan programs to an existing package.
contents:
- rstantools-package
- rstan_create_package
- use_rstan
- rstan_config
- rstantools_load_code
- title: "Generics"
desc: >
S3 generics (and some default methods) for adding functionality
to your package using the same naming conventions as **rstanarm**
and other Stan-based R packages.
contents:
- bayes_R2
- log_lik
- loo-prediction
- posterior_interval
- posterior_epred
- posterior_linpred
- posterior_predict
- predictive_error
- predictive_interval
- prior_summary