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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 4673 main cf202003
conda 1.6 MB | noarch/r-loo-2.2.0-r36h6115d3f_0.tar.bz2  4 years and 11 months ago 4408 main cf202003
conda 1.4 MB | noarch/r-loo-2.1.0-r35h6115d3f_1.tar.bz2  5 years and 4 months ago 3998 main cf202003
conda 1.4 MB | noarch/r-loo-2.1.0-r36h6115d3f_1.tar.bz2  5 years and 4 months ago 4936 main cf202003
conda 1.4 MB | noarch/r-loo-2.1.0-r351h6115d3f_0.tar.bz2  5 years and 8 months ago 4370 main cf202003
conda 800.2 kB | noarch/r-loo-2.0.0-r351h6115d3f_1001.tar.bz2  6 years and 24 days ago 4756 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 4463 main cf202003 cf201901
conda 723.9 kB | linux-64/r-loo-2.0.0-r341h6115d3f_1.tar.bz2  6 years and 3 months ago 4599 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 4712 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 4818 main cf202003 cf201901
conda 122.9 kB | win-64/r-loo-1.1.0-r3.4.1_0.tar.bz2  6 years and 8 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 8 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 8 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 8 months ago 375 main cf202003 cf201901
conda 110.7 kB | linux-64/r-loo-1.1.0-r3.3.2_0.tar.bz2  6 years and 8 months ago 4688 main cf202003 cf201901
conda 110.9 kB | linux-64/r-loo-1.1.0-r3.4.1_0.tar.bz2  6 years and 8 months ago 4672 main cf202003 cf201901

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