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rstantools (version 2.1.1)

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

40,060

Version

2.1.1

License

GPL (>= 3)

Maintainer

Jonah Gabry

Last Published

July 6th, 2020

Functions in rstantools (2.1.1)

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++