Skip to content
Sections
>> Trisquel >> 软件包 >> aramo >> gnu-r >> r-cran-loo
nabia  ] [  aramo  ]
[ 源代码: r-cran-loo  ]

软件包: r-cran-loo (2.4.1-1)

GNU R leave-one-out cross-validation and WAIC for Bayesian models

Efficient approximate leave-one-out cross-validation (LOO) for Bayesian models fit using Markov chain Monte Carlo. The approximation uses Pareto smoothed importance sampling (PSIS), a new procedure for regularizing importance weights. As a byproduct of the calculations, it is possible as well to obtain approximate standard errors for estimated predictive errors and for the comparison of predictive errors between models. The package also provides methods for using stacking and other model weighting techniques to average Bayesian predictive distributions.

其他与 r-cran-loo 有关的软件包

  • 依赖
  • 推荐
  • 建议
  • sug: r-cran-bayesplot (>= 1.7.0)
    GNU R plotting for bayesian models
  • sug: r-cran-brms (>= 2.10.0)
    GNU R Bayesian regression models using 'Stan'
  • sug: r-cran-ggplot2
    implementation of the Grammar of Graphics
  • sug: r-cran-knitr
    GNU R package for dynamic report generation using Literate Programming
  • sug: r-cran-rmarkdown
    convert R markdown documents into a variety of formats
  • sug: r-cran-rstan
    GNU R interface to Stan
  • sug: r-cran-rstanarm (>= 2.19.0)
    GNU R bayesian applied regression modeling via stan
  • sug: r-cran-rstantools
    tools for developing GNU R packages interfacing with 'Stan'
  • sug: r-cran-spdep
    GNU R spatial dependence: weighting schemes, statistics and models

下载 r-cran-loo

下载可用于所有硬件架构的
硬件架构 软件包大小 安装后大小 文件
all 2,722.1 kB3657 kB [文件列表]