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rstantools

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 (16)

Generic function and default method for Bayesian R-squared

Register functions implemented in C++

Generic function for pointwise log-likelihood

loo-prediction

Generic functions for LOO predictions

Generic function for extracting the number of posterior samples

posterior_epred

Generic function for accessing the posterior distribution of the conditional expectation

posterior_interval

Generic function and default method for posterior uncertainty intervals

posterior_linpred

Generic function for accessing the posterior distribution of the linear predictor

posterior_predict

Generic function for drawing from the posterior predictive distribution

predictive_error

Generic function and default method for predictive errors

predictive_interval

Generic function for predictive intervals

prior_summary

Generic function for extracting information about prior distributions

rstan_config

Configure system files for compiling Stan source code

rstan_create_package

Create a new R package with compiled Stan programs

rstantools-package

Tools for Developing R Packages Interfacing with Stan

Add Stan infrastructure to an existing package

rstantools

Tools for Developing R Packages Interfacing with 'Stan'

v2.1.1

GPL (>= 3)

Authors

Jonah Gabry [aut, cre], Ben Goodrich [aut], Martin Lysy [aut], Stefan Siegert [ctb], Trustees of Columbia University [cph]

Initial release

2020-07-05

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