Package: r-cran-loo (2.5.1-1)

[ Source: r-cran-loo  ]

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.

Other Packages Related to r-cran-loo

• dep: r-api-4.0

  virtual package provided by r-base-core

• dep: r-base-core (>= 4.2.0-1)

  GNU R-kerne af statistisk beregning og grafiksystem

• dep: r-cran-checkmate

  GNU R - hurtig og alsidig parameterkontrol

• dep: r-cran-matrixstats (>= 0.52)

  GNU R methods that apply to rows and columns of a matrix

• rec: r-cran-testthat (>= 2.1.0)

  GNU R-testpakke

• sug: r-cran-bayesplot (>= 1.7.0)

  GNU R plotting for bayesian models

• sug: r-cran-brms (>= 2.10.0)

  GNU R - bayesianske regressionsmodeller der bruger »Stan«

• sug: r-cran-ggplot2

  Implementering af Grammar of Graphics

• sug: r-cran-knitr

  GNU R-pakke for dynamisk rapportoprettelse via Literate Programming

• sug: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

• sug: r-cran-rstan

  GNU R - grænseflade til 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-rumlig afhængighed - vægtskemaer, statistik og modeller

Download r-cran-loo

Download for all available architectures

Architecture	Package Size	Installed Size	Files
all	2,731.4 kB	3,687.0 kB	[list of files]