[ 源代码： r-cran-rstan ]
软件包：r-cran-rstan（2.21.2-3）
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.
其他与 r-cran-rstan 有关的软件包
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- dep: libc6 (>= 2.29)
- GNU C 语言运行库：共享库
同时作为一个虚包由这些包填实： libc6-udeb
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- dep: libgcc-s1 (>= 4.2)
- GCC 支持库
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- dep: libstdc++6 (>= 9)
- GNU 标准 C++ 库，第3版
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- dep: libtbb2 (>= 2020.3)
- parallelism library for C++ - runtime files
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- dep: r-api-4.0
- 本虚包由这些包填实： r-base-core
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- dep: r-base-core (>= 4.0.3-1)
- GNU R core of statistical computation and graphics system
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- dep: r-cran-bh (>= 1.66.0)
- (Virtual) GNU R package to provide BH
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- dep: r-cran-ggplot2 (>= 3.0.0)
- 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 (>= 2.3.0)
- 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-rcppeigen (>= 0.3.3.3.0)
- GNU R package for Eigen templated linear algebra
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- dep: r-cran-rcppparallel (>= 5.0.1)
- parallel programming tools for Rcpp
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- dep: r-cran-stanheaders (>= 2.21.0)
- C++ Header Files for Stan for GNU R
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- dep: r-cran-v8
- Embedded JavaScript and WebAssembly Engine for R
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- dep: r-cran-withr
- GNU R package to run code 'With' temporarily modified global state
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- rec: r-cran-runit
- GNU R package providing unit testing framework
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- sug: r-cran-bayesplot (>= 1.5.0)
- GNU R plotting for bayesian models
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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-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-shinystan (>= 2.3.0)
- GNU R interactive diagnostics and analysis for Bayesian models