rstantools v2.1.1
0
Monthly downloads
Tools for Developing R Packages Interfacing with 'Stan'
Provides various tools for developers of R packages interfacing
with 'Stan' <https://mc-stan.org>, including functions to set up the required
package structure, S3 generics and default methods to unify function naming
across 'Stan'-based R packages, and vignettes with recommendations for
developers.
Functions in rstantools
| Name | Description | |
| prior_summary | Generic function for extracting information about prior distributions | |
| predictive_interval | Generic function for predictive intervals | |
| log_lik | Generic function for pointwise log-likelihood | |
| posterior_epred | Generic function for accessing the posterior distribution of the conditional expectation | |
| rstan_config | Configure system files for compiling Stan source code | |
| rstan_create_package | Create a new R package with compiled Stan programs | |
| nsamples | Generic function for extracting the number of posterior samples | |
| loo-prediction | Generic functions for LOO predictions | |
| use_rstan | Add Stan infrastructure to an existing package | |
| rstantools-package | Tools for Developing R Packages Interfacing with Stan | |
| posterior_predict | Generic function for drawing from the posterior predictive distribution | |
| posterior_interval | Generic function and default method for posterior uncertainty intervals | |
| bayes_R2 | Generic function and default method for Bayesian R-squared | |
| predictive_error | Generic function and default method for predictive errors | |
| posterior_linpred | Generic function for accessing the posterior distribution of the linear predictor | |
| init_cpp | Register functions implemented in C++ | |
| No Results! | ||
Vignettes of rstantools
| Name | ||
| developer-guidelines.Rmd | ||
| minimal-rstan-package.Rmd | ||
| No Results! | ||
Last month downloads
Details
| Type | Package |
| Date | 2020-07-05 |
| License | GPL (>= 3) |
| URL | https://mc-stan.org/rstantools/, https://discourse.mc-stan.org/ |
| BugReports | https://github.com/stan-dev/rstantools/issues |
| Encoding | UTF-8 |
| LazyData | true |
| SystemRequirements | pandoc, C++14 |
| RoxygenNote | 7.1.1 |
| VignetteBuilder | knitr |
| NeedsCompilation | no |
| Packaged | 2020-07-06 12:41:29 UTC; jgabry |
| Repository | CRAN |
| Date/Publication | 2020-07-06 16:10:03 UTC |
| imports | desc , Rcpp (>= 0.12.16) , RcppParallel (>= 5.0.1) , stats , utils |
| suggests | knitr , pkgbuild , pkgload , rmarkdown , roxygen2 (>= 6.0.1) , rstan (>= 2.17.2) , rstudioapi , testthat (>= 2.0.0) , usethis (>= 1.5.1) |
| Contributors | Ben Goodrich, Martin Lysy, Stefan Siegert, Trustees of Columbia University |
Include our badge in your README
[](http://www.rdocumentation.org/packages/rstantools)