Пакет: r-cran-rstan (2.32.5-2)

[ Източник: 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.

Други пакети, свързани с r-cran-rstan

• dep: libc6 (>= 2.29)

  GNU C Library: Shared libraries
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• dep: libgcc-s1 (>= 4.0)

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• dep: libstdc++6 (>= 13.1)

  GNU Standard C++ Library v3

• dep: libtbb12 (>= 2021.11.0)

  parallelism library for C++ - runtime files

• dep: r-api-4.0

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• 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)

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

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• dep: r-cran-rcppparallel (>= 5.1.4)

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• 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

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• rec: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• rec: r-cran-matrix

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• 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

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• rec: r-cran-testthat (>= 3.0.4)

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• rec: r-cran-v8

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