Package: r-cran-loo
Version: 2.4.1-1
Architecture: all
Maintainer: Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com>
Original-Maintainer: Debian R Packages Maintainers <r-pkg-team@alioth-lists.debian.net>
Installed-Size: 3657
Depends: r-base-core (>= 4.0.3-1), r-api-4.0, r-cran-checkmate, r-cran-matrixstats (>= 0.52)
Recommends: r-cran-testthat (>= 2.1.0)
Suggests: r-cran-bayesplot (>= 1.7.0), r-cran-brms (>= 2.10.0), r-cran-ggplot2, r-cran-knitr, r-cran-rmarkdown, r-cran-rstan, r-cran-rstanarm (>= 2.19.0), r-cran-rstantools, r-cran-spdep
Section: gnu-r
Priority: optional
Homepage: https://cran.r-project.org/package=loo
Description: 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.
