Paketti: r-cran-rstan (2.32.5-2)

[ 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.

Muut pakettiin r-cran-rstan liittyvät paketit

• dep: libc6 (>= 2.29)

  GNU-C-kirjasto: jaetut kirjastot
  myös näennäispaketti, jonka toteuttaa libc6-udeb

• dep: libgcc-s1 (>= 4.2)

  GCC:n apukirjasto

• dep: libstdc++6 (>= 13.1)

  GNU standardi C++ -kirjasto, versio 3

• dep: libtbb12 (>= 2021.11.0)

  parallelism library for C++ - runtime files

• dep: r-api-4.0

  näennäispaketti, jonka toteuttaa r-base-core

• dep: r-cran-bh (>= 1.75.0-0)

  (Virtual) GNU R package to provide BH

• dep: r-cran-ggplot2 (>= 3.3.5)

  implementation of the Grammar of Graphics

• dep: r-cran-gridextra (>= 2.3)

  GNU R package with extensions for the grid package

• dep: r-cran-inline (>= 0.3.19)

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

• dep: r-cran-loo (>= 2.4.1)

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

• dep: r-cran-pkgbuild (>= 1.2.0)

  find tools needed to build GNU R packages

• dep: r-cran-quickjsr

  GNU R Interface for the 'QuickJS' Lightweight 'JavaScript' Engine

• dep: r-cran-rcpp (>= 1.0.7)

  GNU R package for Seamless R and C++ Integration

• dep: r-cran-rcppeigen (>= 0.3.3.9.3)

  GNU R package for Eigen templated linear algebra

• dep: r-cran-rcppparallel (>= 5.1.4)

  parallel programming tools for Rcpp

• dep: r-cran-stanheaders (>= 2.32.0)

  C++ Header Files for Stan for GNU R

• rec: r-cran-bayesplot

  GNU R plotting for bayesian models

• rec: r-cran-coda

  Output analysis and diagnostics for MCMC simulations in R

• rec: r-cran-kernsmooth

  GNU R package for kernel smoothing and density estimation

• rec: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• rec: r-cran-matrix

  GNU R package of classes for dense and sparse matrices

• rec: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

• rec: r-cran-rstantools

  tools for developing GNU R packages interfacing with 'Stan'

• rec: r-cran-rstudioapi

  GNU R package for access to the RStudio API

• rec: r-cran-shinystan

  GNU R interactive diagnostics and analysis for Bayesian models

• rec: r-cran-testthat (>= 3.0.4)

  GNU R testsuite

• rec: r-cran-v8

  Embedded JavaScript and WebAssembly Engine for R

Imuroi r-cran-rstan

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