Пакет: r-cran-rstan (2.18.2-1)

[ Источник: 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.

Другие пакеты, относящиеся к r-cran-rstan

• dep: libc6 (>= 2.17)

  библиотека GNU C: динамически подключаемые библиотеки
  также виртуальный пакет, предоставляемый libc6-udeb

• dep: libgcc1 (>= 1:4.0)

  вспомогательная библиотека GCC

• dep: libstdc++6 (>= 5.2)

  стандартная библиотека GNU C++ версии 3

• dep: r-api-3.5

  виртуальный пакет, предоставляемый r-base-core

• dep: r-base-core (>= 3.5.1-2)

  GNU R core of statistical computation and graphics system

• dep: r-cran-ggplot2 (>= 2.0.0)

  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 (>= 2.0.0)

  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-stanheaders (>= 2.18.0)

  C++ Header Files for Stan for GNU R

• sug: r-cran-bayesplot (>= 1.5.0)

  GNU R plotting for bayesian models

• sug: r-cran-bh (>= 1.66)

  (Virtual) GNU R package to provide BH

• 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-rcppeigen (>= 0.3.3.3.0)

  GNU R package for Eigen templated linear algebra

• 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-runit

  GNU R package providing unit testing framework

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Архитектура	Размер пакета	В установленном виде	Файлы
arm64	1 799,0 Кб	5 584,0 Кб	[список файлов]