Balík: r-cran-rstan (2.21.7-1)

[ Zdroj: 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.

Ostatné balíky súvisiace s balíkom r-cran-rstan

• dep: libc6 (>= 2.29)

  knižnica GNU C - zdieľané knižnice
  tiež virtuálny balík poskytovaný balíkom libc6-udeb

• dep: libgcc-s1 (>= 4.0)

  podporná knižnica GCC

• dep: libstdc++6 (>= 11)

  štandardná knižnica C++ GNU v3

• dep: r-api-4.0

  virtuálny balík poskytovaný balíkom r-base-core

• dep: r-base-core (>= 4.2.1-2)

  jadro GNU R na štatistické výpočty a grafický systém

• dep: r-cran-bh (>= 1.66.0)

  (Virtual) GNU R package to provide BH

• dep: r-cran-ggplot2 (>= 3.0.0)

  implementácia Gramatiky grafiky

• dep: r-cran-gridextra (>= 2.0.0)

  GNU R - balík s rozšíreniami balíka grid

• dep: r-cran-inline

  GNU R package to inline C, C++, Fortran functions from R

• dep: r-cran-loo (>= 2.3.0)

  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)

  balík GNU R na hladkú integráciu R a C++

• dep: r-cran-rcppeigen (>= 0.3.3.3.0)

  balík GNU R lineárnej algebry s šablónami Eigen

• dep: r-cran-rcppparallel (>= 5.0.1)

  parallel programming tools for Rcpp

• dep: r-cran-stanheaders (>= 2.21.0)

  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

  balík GNU R na vyhladzovanie jadier a odhad hustoty

• sug: r-cran-knitr (>= 1.15.1)

  balík GNU R na dynamickú tvorbu zostáv pomocou Literate Programming

• sug: r-cran-matrix

  balík tried GNU R pre husté a riedke matice

• 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

• sug: r-cran-v8

  Embedded JavaScript and WebAssembly Engine for R

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