rstantools v2.1.1
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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++ | |
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Vignettes of rstantools
Name | ||
developer-guidelines.Rmd | ||
minimal-rstan-package.Rmd | ||
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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 |
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