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rstantools (version 2.3.1)

Tools for Developing R Packages Interfacing with 'Stan'

Description

Provides various tools for developers of R packages interfacing with 'Stan' , 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.

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Version

Install

install.packages('rstantools')

Monthly Downloads

104,362

Version

2.3.1

License

GPL (>= 3)

Homepage

https://mc-stan.org/rstantools/

Maintainer

Jonah Gabry

Last Published

March 30th, 2023

Functions in rstantools (2.3.1)

predictive_interval

Generic function for predictive intervals

Add Stan infrastructure to an existing package

rstantools-package

Tools for Developing R Packages Interfacing with Stan

Generic function for extracting information about prior distributions

Configure system files for compiling Stan source code

rstan_create_package

Create a new R package with compiled Stan programs

Generic functions for LOO predictions

posterior_linpred

Generic function for accessing the posterior distribution of the linear predictor

Register functions implemented in C++

posterior_interval

Generic function and default method for posterior uncertainty intervals

posterior_epred

Generic function for accessing the posterior distribution of the conditional expectation

Generic function and default method for Bayesian R-squared

predictive_error

Generic function and default method for predictive errors

Generic function for pointwise log-likelihood

posterior_predict

Generic function for drawing from the posterior predictive distribution

Generic function for extracting the number of posterior samples