Package: stanr 0.1.5

stanr: A Modern R Interface for Stan

A modern, simpler R interface for Stan.

Authors:Andrew R. Johnson [aut, cre], Stan Development Team [cph], Walnutpie Developers [cph], Lawrence Livermore National Security [cph], Intel Corporation [cph], Posit Software, PBC [cph]

stanr_0.1.5.tar.gz
stanr_0.1.5.zip(r-4.7-x86_64)stanr_0.1.5.zip(r-4.7-arm64)stanr_0.1.5.zip(r-4.6-x86_64)stanr_0.1.5.zip(r-4.6-arm64)stanr_0.1.5.zip(r-4.5-x86_64)
stanr_0.1.5.tgz(r-4.6-x86_64)stanr_0.1.5.tgz(r-4.6-arm64)stanr_0.1.5.tgz(r-4.5-x86_64)stanr_0.1.5.tgz(r-4.5-arm64)
stanr_0.1.5.tar.gz(r-4.7-arm64)stanr_0.1.5.tar.gz(r-4.7-x86_64)stanr_0.1.5.tar.gz(r-4.6-arm64)stanr_0.1.5.tar.gz(r-4.6-x86_64)
stanr_0.1.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
stanr/json (API)

# Install 'stanr' in R:
install.packages('stanr', repos = c('https://andrjohns.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/andrjohns/stanr/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

cpp

2.95 score 3 stars 5 scripts 2 exports 22 dependencies

Last updated from:18faffb655. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK2415
linux-devel-x86_64OK2989
source / vignettesOK1937
linux-release-arm64OK2497
linux-release-x86_64OK2392
macos-release-arm64OK2004
macos-release-x86_64OK3657
macos-oldrel-arm64OK2134
macos-oldrel-x86_64OK3930
windows-devel-arm64OK2753
windows-devel-x86_64OK4322
windows-release-arm64OK2795
windows-release-x86_64OK4621
windows-oldrel-x86_64OK4293
wasm-releaseOK779

Exports:stan_modelstanc

Dependencies:abindbackportscheckmateclidistributionalgenericsgluelifecyclemagrittrmatrixStatsnumDerivpillarpkgconfigposteriorQuickJSRR6rlangtensorAtibbleutf8vctrswithr

Readme and manuals

Help Manual

Help pageTopics
The stanr package.stanr-package stanr
Gradient diagnostic resultsfit-method-diagnose
Extract posterior drawsdraws fit-method-draws
Expose Stan functions from a fitted modelfit-method-expose-stan-functions
Access fit informationfit-method-fit-info
Generated quantities chain countfit-method-gq
Extract Laplace modefit-method-laplace-mode mode
Leave-one-out cross-validation (LOO-CV)fit-method-loo loo
Extract log density drawsfit-method-lp
MCMC-specific methodsfit-method-mcmc
Extract point estimatefit-method-mle mle
Compute log probability and transformationsfit-method-model-methods
Print fit summaryfit-method-print print
Save fitted model objectfit-method-save
Summarize posterior drawsfit-method-summary summary
Check Stan program syntaxcheck_syntax model-method-check-syntax
Compile a Stan programcompile model-method-compile
Run gradient diagnosticsdiagnose model-method-diagnose
Expose Stan functions as R functionsexpose_functions expose_stan_functions model-method-expose-stan-functions
Format a Stan programformat model-method-format
Run generated quantitiesgenerate_quantities model-method-generate-quantities
Run Laplace approximationlaplace model-method-laplace
Access information from a 'StanModel' objectmodel-method-model-info
Run optimizationmodel-method-optimize optimize
Run Pathfindermodel-method-pathfinder pathfinder
Run MCMC samplingmodel-method-sample sample
Input and output variables of a Stan programmodel-method-variables variables
Run variational inference (ADVI)model-method-variational variational
Create a Stan model objectstan_model
Compile Stan code to C++stanc
StanDiagnose objectsStanDiagnose
StanFit objectsStanFit
StanGQ objectsStanGQ
StanLaplace objectsStanLaplace
StanMCMC objectsStanMCMC
StanMLE objectsStanMLE
StanModel objectsStanModel
StanPathfinder objectsStanPathfinder
StanVB objectsStanVB