[ 原始碼： r-cran-rstan ]
套件：r-cran-rstan（2.18.2-1）
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.
其他與 r-cran-rstan 有關的套件
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- dep: libc6 (>= 2.4)
- GNU C 函式庫：共用函式庫
同時作為一個虛擬套件由這些套件填實： libc6-udeb
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- dep: libgcc1 (>= 1:4.2)
- GCC 支援函式庫
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- dep: libstdc++6 (>= 5.2)
- GNU Standard C++ Library v3
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- dep: r-api-3.5
- 本虛擬套件由這些套件填實： r-base-core
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- dep: r-base-core (>= 3.5.1-2)
- GNU R core of statistical computation and graphics system
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- dep: r-cran-ggplot2 (>= 2.0.0)
- implementation of the Grammar of Graphics
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- dep: r-cran-gridextra (>= 2.0.0)
- GNU R package with extensions for the grid package
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- dep: r-cran-inline
- GNU R package to inline C, C++, Fortran functions from R
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- dep: r-cran-loo (>= 2.0.0)
- GNU R leave-one-out cross-validation and WAIC for Bayesian models
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- dep: r-cran-pkgbuild
- find tools needed to build GNU R packages
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- dep: r-cran-rcpp (>= 0.12.0)
- GNU R package for Seamless R and C++ Integration
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- dep: r-cran-stanheaders (>= 2.18.0)
- C++ Header Files for Stan for GNU R
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- sug: r-cran-bayesplot (>= 1.5.0)
- GNU R plotting for bayesian models
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- sug: r-cran-bh (>= 1.66)
- (Virtual) GNU R package to provide BH
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- sug: r-cran-kernsmooth
- GNU R package for kernel smoothing and density estimation
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- sug: r-cran-knitr (>= 1.15.1)
- GNU R package for dynamic report generation using Literate Programming
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- sug: r-cran-matrix
- GNU R package of classes for dense and sparse matrices
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- sug: r-cran-rcppeigen (>= 0.3.3.3.0)
- GNU R package for Eigen templated linear algebra
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- sug: r-cran-rmarkdown
- convert R markdown documents into a variety of formats
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- sug: r-cran-rstantools
- tools for developing GNU R packages interfacing with 'Stan'
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- sug: r-cran-rstudioapi
- GNU R package for access to the RStudio API
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- sug: r-cran-runit
- GNU R package providing unit testing framework