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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, we also 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.

copied from cf-staging / r-loo
Type Size Name Uploaded Downloads Labels
conda 1.6 MB | noarch/r-loo-2.2.0-r35h6115d3f_0.tar.bz2  4 years and 11 months ago 4675 main cf202003
conda 1.6 MB | noarch/r-loo-2.2.0-r36h6115d3f_0.tar.bz2  4 years and 11 months ago 4410 main cf202003
conda 1.4 MB | noarch/r-loo-2.1.0-r35h6115d3f_1.tar.bz2  5 years and 4 months ago 4001 main cf202003
conda 1.4 MB | noarch/r-loo-2.1.0-r36h6115d3f_1.tar.bz2  5 years and 4 months ago 4938 main cf202003
conda 1.4 MB | noarch/r-loo-2.1.0-r351h6115d3f_0.tar.bz2  5 years and 8 months ago 4372 main cf202003
conda 800.2 kB | noarch/r-loo-2.0.0-r351h6115d3f_1001.tar.bz2  6 years and 26 days ago 4757 main cf202003 gcc7 cf201901
conda 802.5 kB | win-64/r-loo-2.0.0-r351h6115d3f_1.tar.bz2  6 years and 3 months ago 1756 main cf202003 cf201901
conda 738.8 kB | win-64/r-loo-2.0.0-r341h6115d3f_1.tar.bz2  6 years and 3 months ago 1722 main cf202003 cf201901
conda 724.1 kB | osx-64/r-loo-2.0.0-r341h6115d3f_1.tar.bz2  6 years and 3 months ago 383 main cf202003 cf201901
conda 789.4 kB | osx-64/r-loo-2.0.0-r351h6115d3f_1.tar.bz2  6 years and 3 months ago 382 main cf202003 cf201901
conda 789.8 kB | linux-64/r-loo-2.0.0-r351h6115d3f_1.tar.bz2  6 years and 3 months ago 4468 main cf202003 cf201901
conda 723.9 kB | linux-64/r-loo-2.0.0-r341h6115d3f_1.tar.bz2  6 years and 3 months ago 4604 main cf202003 cf201901
conda 742.6 kB | win-64/r-loo-2.0.0-r3.4.1_0.tar.bz2  6 years and 8 months ago 1846 main cf202003 cf201901
conda 742.5 kB | win-64/r-loo-2.0.0-r3.3.2_0.tar.bz2  6 years and 8 months ago 1820 main cf202003 cf201901
conda 723.6 kB | osx-64/r-loo-2.0.0-r3.4.1_0.tar.bz2  6 years and 8 months ago 388 main cf202003 cf201901
conda 723.6 kB | osx-64/r-loo-2.0.0-r3.3.2_0.tar.bz2  6 years and 8 months ago 368 main cf202003 cf201901
conda 723.3 kB | linux-64/r-loo-2.0.0-r3.3.2_0.tar.bz2  6 years and 8 months ago 4717 main cf202003 cf201901
conda 723.4 kB | linux-64/r-loo-2.0.0-r3.4.1_0.tar.bz2  6 years and 8 months ago 4823 main cf202003 cf201901
conda 122.9 kB | win-64/r-loo-1.1.0-r3.4.1_0.tar.bz2  6 years and 9 months ago 1799 main cf202003 cf201901
conda 123.3 kB | win-64/r-loo-1.1.0-r3.3.2_0.tar.bz2  6 years and 9 months ago 1843 main cf202003 cf201901
conda 111.1 kB | osx-64/r-loo-1.1.0-r3.4.1_0.tar.bz2  6 years and 9 months ago 347 main cf202003 cf201901
conda 110.7 kB | osx-64/r-loo-1.1.0-r3.3.2_0.tar.bz2  6 years and 9 months ago 376 main cf202003 cf201901
conda 110.7 kB | linux-64/r-loo-1.1.0-r3.3.2_0.tar.bz2  6 years and 9 months ago 4694 main cf202003 cf201901
conda 110.9 kB | linux-64/r-loo-1.1.0-r3.4.1_0.tar.bz2  6 years and 9 months ago 4677 main cf202003 cf201901

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