rstan

R Interface to Stan

v2.32.7 · Mar 10, 2025 · GPL (>= 3)

Description

User-facing R functions are provided to parse, compile, test, estimate, and analyze Stan models by accessing the header-only Stan library provided by the 'StanHeaders' package. The Stan project develops a probabilistic programming language that implements full Bayesian statistical inference via Markov Chain Monte Carlo, rough Bayesian inference via 'variational' approximation, and (optionally penalized) maximum likelihood estimation via optimization. In all three cases, automatic differentiation is used to quickly and accurately evaluate gradients without burdening the user with the need to derive the partial derivatives.

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3 NOTE

11 OK

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Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	377.3s
r-devel-linux-x86_64-debian-gcc	OK	299.1s
r-devel-linux-x86_64-fedora-clang	OK	533.3s
r-devel-linux-x86_64-fedora-gcc	OK	1452.3s
r-devel-macos-arm64	OK	139s
r-devel-windows-x86_64	OK	451s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	395s
r-oldrel-windows-x86_64	NOTE	573s
r-patched-linux-x86_64	OK	418.5s
r-release-linux-x86_64	OK	406.7s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	979s
r-release-windows-x86_64	OK	455s

Check details (17 non-OK)

OK r-devel-linux-x86_64-debian-clang

OK r-devel-linux-x86_64-debian-gcc

OK r-devel-linux-x86_64-fedora-clang

OK r-devel-linux-x86_64-fedora-gcc

OK r-devel-macos-arm64

OK r-devel-windows-x86_64

NOTE r-oldrel-macos-arm64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.

NOTE r-oldrel-macos-arm64

installed package size

  installed size is 49.5Mb
  sub-directories of 1Mb or more:
    exec   1.7Mb
    lib   34.2Mb
    libs  11.7Mb

NOTE r-oldrel-macos-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.

NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 50.0Mb
  sub-directories of 1Mb or more:
    exec   1.7Mb
    lib   34.7Mb
    libs  11.7Mb

NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.

NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  6.6Mb
  sub-directories of 1Mb or more:
    exec   1.7Mb
    lib    1.8Mb
    libs   1.3Mb

OK r-patched-linux-x86_64

OK r-release-linux-x86_64

OK r-release-macos-arm64

OK r-release-macos-x86_64

OK r-release-windows-x86_64

Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-oldrel-macos-arm64

installed package size

  installed size is 49.5Mb
  sub-directories of 1Mb or more:
    exec   1.7Mb
    lib   34.2Mb
    libs  11.7Mb

NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 50.0Mb
  sub-directories of 1Mb or more:
    exec   1.7Mb
    lib   34.7Mb
    libs  11.7Mb

NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  6.6Mb
  sub-directories of 1Mb or more:
    exec   1.7Mb
    lib    1.8Mb
    libs   1.3Mb

Reverse Dependencies (230)

depends

BayesianPlatformDesignTimeTrend DrBats GPP GPRMortality HCT JMbayes MADPop MIXFIM RStanTVA bayesvl bmscstan clinDR edstan evidence iCARH psrwe tmbstan varian walker

imports

AovBay BINtools BPrinStratTTE BayesGP BayesGmed BayesGrowth BayesPET BayesSenMC BayesianFitForecast BeeGUTS Bernadette BinaryReplicates CARME CLRtools CNVRG CRTspat CausalQueries DCPO EcoEnsemble EloSteepness EpiNow2 EpiPvr FlexReg GUD HeckmanStan HuraultMisc LMMELSM MCMCvis MIRES MetaStan MultiNMix OncoBayes2 PStrata PoolTestR ProbBreed R2D2ordinal RBesT RegDDM Rlgt RoBTT SLGP SMNlmec SSNbayes StanMoMo TriDimRegression WhiteLabRt YPBP YPPE ZIHINAR1 adnuts baggr bakR baldur bayclumpr bayes4psy bayesDiagnostics bayesZIB bayesdfa bayesforecast bayeslist bbmix bclogit beastt bellreg bennu bin2norm bistablehistory bkmrhat blavaan bmgarch bmggum bmlm bmstdr bnns breathteststan brms brxx bsitar bsynth bws catalytic cbq cloneRate conStruct ctsem dclone densEstBayes disbayes dynamite eDNAjoint eggCounts expertsurv fcirt fkbma flps footBayes gastempt geostan glmmPen glmmfields glmmrBase greencrab.toolkit hbamr historicalborrowlong hmde hsstan hwep imt intervalpsych ivd jfa lgpr llbayesireg measr metaBMA miniLNM mlts morseTKTD mrbayes multinma multipleDL mvgam neodistr networkscaleup parTimeROC pcFactorStan pema phacking phylopairs pivmet prome prophet psBayesborrow publipha rACMEMEEV rPBK rater rbioacc rcbayes rmBayes rmsb rmstBayespara rstanarm rstanbdp rstanemax rts2 saeHB.TF.beta serofoi serosv shinybrms shinystan spsurv ssMousetrack surveil survextrap survstan thurstonianIRT tipsae trialr truncnormbayes tsnet ubms vacalibration winputall zoid

linking_to

AovBay BINtools BPrinStratTTE BayesGmed BayesGrowth BayesPET BayesSenMC BayesianPlatformDesignTimeTrend BeeGUTS Bernadette BinaryReplicates CARME CNVRG CausalQueries DCPO EcoEnsemble EloSteepness EpiNow2 EpiPvr FlexReg GUD LMMELSM MADPop MIRES MetaStan OncoBayes2 PoolTestR ProbBreed R2D2ordinal RBesT Rlgt RoBTT SLGP StanMoMo TriDimRegression WhiteLabRt YPBP YPPE baggr bakR baldur bayes4psy bayesZIB bayesdfa bayesforecast bayeslist bbmix bclogit beastt bellreg bennu bistablehistory blavaan bmgarch bmggum bmlm bmstdr breathteststan bsynth bws cbq cloneRate conStruct ctsem densEstBayes disbayes eDNAjoint eggCounts expertsurv fcirt gastempt geostan glmmPen glmmfields glmmrBase greencrab.toolkit hbamr historicalborrowlong hmde hsstan hwep imt intervalpsych jfa lgpr measr metaBMA miniLNM mlts morseTKTD mrbayes multinma multipleDL networkscaleup parTimeROC pcFactorStan pema phacking phylopairs prome prophet psBayesborrow psrwe publipha rPBK rater rbioacc rcbayes rmBayes rmsb rstanarm rstanbdp rstanemax rts2 saeHB.TF.beta serofoi serosv spsurv ssMousetrack surveil survextrap survstan thurstonianIRT tipsae tmbstan trialr truncnormbayes tsnet ubms walker winputall zoid

suggests

BayesERtools BayesPostEst BayesTools EconCausal HRW INLAvaan PosteriorBootstrap SoupX StanHeaders alien bayesImageS bayesian bayesianOU bayesnec bayesplot bayestestR birdie bridgesampling brms.mmrm broom.mixed compareMCMCs convergenceDFM finalfit flocker hmmTMB loo lorad makemyprior metabias mice modeltime mpower parameters pcvr postpack priorsense rbmi rbmiUtils rjuliabugs rstantools salmonMSE socialSim survHE swfscMisc tidybayes unifed

Dependency Network

Version History

new 2.32.7 Mar 9, 2026