Package: r-cran-rstan (2.21.7-1)

[ Source: r-cran-rstan  ]

GNU R interface to Stan

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.

Other Packages Related to r-cran-rstan

• dep: libc6 (>= 2.29)

  GNU C Library: Shared libraries
  also a virtual package provided by libc6-udeb

• dep: libgcc-s1 (>= 4.0)

  GCC support library

• dep: libstdc++6 (>= 11)

  GNU Standard C++ Library v3

• dep: r-api-4.0

  virtual package provided by r-base-core

• dep: r-base-core (>= 4.2.1-2)

  GNU R core of statistical computation and graphics system

• dep: r-cran-bh (>= 1.66.0)

  (Virtual) GNU R package to provide BH

• dep: r-cran-ggplot2 (>= 3.0.0)

  implementation of the Grammar of Graphics

• dep: r-cran-gridextra (>= 2.0.0)

  GNU R package with extensions for the grid package

• dep: r-cran-inline

  GNU R package to inline C, C++, Fortran functions from R

• dep: r-cran-loo (>= 2.3.0)

  GNU R leave-one-out cross-validation and WAIC for Bayesian models

• dep: r-cran-pkgbuild

  find tools needed to build GNU R packages

• dep: r-cran-rcpp (>= 0.12.0)

  GNU R package for Seamless R and C++ Integration

• dep: r-cran-rcppeigen (>= 0.3.3.3.0)

  GNU R package for Eigen templated linear algebra

• dep: r-cran-rcppparallel (>= 5.0.1)

  parallel programming tools for Rcpp

• dep: r-cran-stanheaders (>= 2.21.0)

  C++ Header Files for Stan for GNU R

• rec: r-cran-runit

  GNU R package providing unit testing framework

• sug: r-cran-bayesplot (>= 1.5.0)

  GNU R plotting for bayesian models

• sug: r-cran-kernsmooth

  GNU R package for kernel smoothing and density estimation

• sug: r-cran-knitr (>= 1.15.1)

  GNU R package for dynamic report generation using Literate Programming

• sug: r-cran-matrix

  GNU R package of classes for dense and sparse matrices

• sug: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

• sug: r-cran-rstantools

  tools for developing GNU R packages interfacing with 'Stan'

• sug: r-cran-rstudioapi

  GNU R package for access to the RStudio API

• sug: r-cran-shinystan (>= 2.3.0)

  GNU R interactive diagnostics and analysis for Bayesian models

• sug: r-cran-v8

  Embedded JavaScript and WebAssembly Engine for R

Download r-cran-rstan

Download for all available architectures

Architecture	Package Size	Installed Size	Files
arm64	2,308.8 kB	8,149.0 kB	[list of files]