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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 1.7 MB | noarch/r-loo-2.8.0-r44hc72bb7e_0.conda  1 year and 1 month ago 2810 main
conda 1.7 MB | noarch/r-loo-2.8.0-r43hc72bb7e_0.conda  1 year and 1 month ago 3730 main
conda 1.8 MB | noarch/r-loo-2.6.0-r43hc72bb7e_2.conda  1 year and 1 month ago 1276 main
conda 1.8 MB | noarch/r-loo-2.6.0-r44hc72bb7e_2.conda  1 year and 1 month ago 1039 main
conda 1.8 MB | noarch/r-loo-2.6.0-r43hc72bb7e_1.conda  2 years and 2 months ago 3979 main
conda 1.8 MB | noarch/r-loo-2.6.0-r42hc72bb7e_1.conda  2 years and 2 months ago 4636 main
conda 1.8 MB | noarch/r-loo-2.6.0-r42hc72bb7e_0.conda  2 years and 4 months ago 2317 main
conda 1.8 MB | noarch/r-loo-2.6.0-r41hc72bb7e_0.conda  2 years and 4 months ago 3179 main
conda 1.5 MB | noarch/r-loo-2.5.1-r42hc72bb7e_1.tar.bz2  2 years and 10 months ago 3624 main
conda 1.5 MB | noarch/r-loo-2.5.1-r41hc72bb7e_1.tar.bz2  2 years and 10 months ago 3020 main
conda 1.5 MB | noarch/r-loo-2.5.1-r41hc72bb7e_0.tar.bz2  3 years and 4 months ago 4371 main
conda 1.5 MB | noarch/r-loo-2.5.1-r40hc72bb7e_0.tar.bz2  3 years and 4 months ago 3230 main
conda 1.5 MB | noarch/r-loo-2.5.0-r40hc72bb7e_0.tar.bz2  3 years and 5 months ago 2335 main
conda 1.5 MB | noarch/r-loo-2.5.0-r41hc72bb7e_0.tar.bz2  3 years and 5 months ago 2382 main
conda 1.5 MB | noarch/r-loo-2.4.1-r41hc72bb7e_0.tar.bz2  4 years and 2 months ago 5279 main
conda 1.5 MB | noarch/r-loo-2.4.1-r40hc72bb7e_0.tar.bz2  4 years and 8 months ago 4514 main
conda 1.5 MB | noarch/r-loo-2.4.1-r36hc72bb7e_0.tar.bz2  4 years and 8 months ago 5618 main
conda 1.5 MB | noarch/r-loo-2.4.0-r40hc72bb7e_0.tar.bz2  4 years and 8 months ago 2677 main
conda 1.5 MB | noarch/r-loo-2.4.0-r36hc72bb7e_0.tar.bz2  4 years and 8 months ago 2702 main
conda 794.6 kB | noarch/r-loo-2.3.1-r40h6115d3f_0.tar.bz2  5 years and 1 month ago 3525 main
conda 810.9 kB | noarch/r-loo-2.3.1-r36h6115d3f_0.tar.bz2  5 years and 1 month ago 4377 main
conda 1.6 MB | noarch/r-loo-2.3.0-r36h6115d3f_0.tar.bz2  5 years and 1 month ago 3230 main
conda 1.6 MB | noarch/r-loo-2.3.0-r40h6115d3f_0.tar.bz2  5 years and 1 month ago 3153 main
conda 1.6 MB | noarch/r-loo-2.2.0-r36h6115d3f_1.tar.bz2  5 years and 3 months ago 3665 main
conda 1.6 MB | noarch/r-loo-2.2.0-r40h6115d3f_1.tar.bz2  5 years and 3 months ago 3748 main

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