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Paket: r-cran-rstan (2.19.2-1build1)

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.

r-cran-rstan ile İlgili Diğer Paketler

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  • dep: libc6 (>= 2.4)
    GNU C Library: Shared libraries
    ayrıca şunun tarafından sağlanan bir sanal paket libc6-udeb
  • dep: libgcc-s1 (>= 4.0)
    GCC support library
  • dep: libstdc++6 (>= 9)
    GNU Standard C++ Library v3
  • dep: r-api-3.5
    sanal paketi sağlayan r-base-core
  • dep: r-base-core (>= 3.6.2.20200221-1build1)
    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 (>= 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-rcppeigen (>= 0.3.3.3.0)
    GNU R package for Eigen templated linear algebra
  • dep: r-cran-stanheaders (>= 2.18.1)
    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

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