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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 2838 main
conda 1.7 MB | noarch/r-loo-2.8.0-r43hc72bb7e_0.conda  1 year and 1 month ago 3762 main
conda 1.8 MB | noarch/r-loo-2.6.0-r43hc72bb7e_2.conda  1 year and 1 month ago 1281 main
conda 1.8 MB | noarch/r-loo-2.6.0-r44hc72bb7e_2.conda  1 year and 1 month ago 1042 main
conda 1.8 MB | noarch/r-loo-2.6.0-r43hc72bb7e_1.conda  2 years and 2 months ago 3985 main
conda 1.8 MB | noarch/r-loo-2.6.0-r42hc72bb7e_1.conda  2 years and 2 months ago 4681 main
conda 1.8 MB | noarch/r-loo-2.6.0-r42hc72bb7e_0.conda  2 years and 4 months ago 2322 main
conda 1.8 MB | noarch/r-loo-2.6.0-r41hc72bb7e_0.conda  2 years and 4 months ago 3183 main
conda 1.5 MB | noarch/r-loo-2.5.1-r42hc72bb7e_1.tar.bz2  2 years and 10 months ago 3629 main
conda 1.5 MB | noarch/r-loo-2.5.1-r41hc72bb7e_1.tar.bz2  2 years and 10 months ago 3025 main
conda 1.5 MB | noarch/r-loo-2.5.1-r41hc72bb7e_0.tar.bz2  3 years and 5 months ago 4376 main
conda 1.5 MB | noarch/r-loo-2.5.1-r40hc72bb7e_0.tar.bz2  3 years and 5 months ago 3235 main
conda 1.5 MB | noarch/r-loo-2.5.0-r40hc72bb7e_0.tar.bz2  3 years and 5 months ago 2340 main
conda 1.5 MB | noarch/r-loo-2.5.0-r41hc72bb7e_0.tar.bz2  3 years and 5 months ago 2387 main
conda 1.5 MB | noarch/r-loo-2.4.1-r41hc72bb7e_0.tar.bz2  4 years and 3 months ago 5284 main
conda 1.5 MB | noarch/r-loo-2.4.1-r40hc72bb7e_0.tar.bz2  4 years and 8 months ago 4518 main
conda 1.5 MB | noarch/r-loo-2.4.1-r36hc72bb7e_0.tar.bz2  4 years and 8 months ago 5625 main
conda 1.5 MB | noarch/r-loo-2.4.0-r40hc72bb7e_0.tar.bz2  4 years and 8 months ago 2683 main
conda 1.5 MB | noarch/r-loo-2.4.0-r36hc72bb7e_0.tar.bz2  4 years and 8 months ago 2706 main
conda 794.6 kB | noarch/r-loo-2.3.1-r40h6115d3f_0.tar.bz2  5 years and 1 month ago 3529 main
conda 810.9 kB | noarch/r-loo-2.3.1-r36h6115d3f_0.tar.bz2  5 years and 1 month ago 4381 main
conda 1.6 MB | noarch/r-loo-2.3.0-r36h6115d3f_0.tar.bz2  5 years and 1 month ago 3234 main
conda 1.6 MB | noarch/r-loo-2.3.0-r40h6115d3f_0.tar.bz2  5 years and 1 month ago 3158 main
conda 1.6 MB | noarch/r-loo-2.2.0-r36h6115d3f_1.tar.bz2  5 years and 3 months ago 3669 main
conda 1.6 MB | noarch/r-loo-2.2.0-r40h6115d3f_1.tar.bz2  5 years and 3 months ago 3752 main

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