Files in stan-dev/loo
Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models
.Rbuildignore
.gitattributes
.github/.gitignore
.github/CONTRIBUTING.md
.github/FUNDING.yml
.github/workflows/R-CMD-check.yaml
.github/workflows/test-coverage.yaml
.gitignore
CRAN-SUBMISSION
DESCRIPTION
LICENSE
NAMESPACE
NEWS.md
R/E_loo.R
R/compare.R
R/crps.R
R/datasets.R
R/diagnostics.R
R/effective_sample_sizes.R
R/elpd.R
R/example_log_lik_array.R
R/extract_log_lik.R
R/gpdfit.R
R/helpers.R
R/importance_sampling.R
R/kfold-generic.R
R/kfold-helpers.R
R/loo-glossary.R
R/loo-package.R
R/loo.R
R/loo_approximate_posterior.R
R/loo_compare.R
R/loo_compare.psis_loo_ss_list.R
R/loo_model_weights.R
R/loo_moment_matching.R
R/loo_predictive_metric.R
R/loo_subsample.R
R/pointwise.R
R/print.R
R/psis.R
R/psis_approximate_posterior.R
R/psislw.R
R/sis.R
R/split_moment_matching.R
R/sysdata.rda
R/tis.R
R/waic.R
R/zzz.R
README.md
data-raw/generate-example_loglik_array.R
data-raw/generate-example_posterior_approximation.R
data-raw/voice_data.csv
data-raw/voice_loo_values.csv
data/Kline.rda
data/milk.rda
data/voice.rda
data/voice_loo.rda
inst/CITATION
loo.Rproj
man-roxygen/array.R
man-roxygen/bayesvis-reference.R
man-roxygen/cores.R
man-roxygen/function.R
man-roxygen/internal-function-note.R
man-roxygen/is_method.R
man-roxygen/loo-and-compare-references.R
man-roxygen/loo-and-psis-references.R
man-roxygen/loo-large-data-references.R
man-roxygen/loo-uncertainty-reference.R
man-roxygen/matrix.R
man-roxygen/moment-matching-references.R
man-roxygen/stacking-references.R
man-roxygen/vector.R
man/E_loo.Rd
man/ap_psis.Rd
man/compare.Rd
man/crps.Rd
man/dot-compute_point_estimate.Rd
man/dot-ndraws.Rd
man/dot-thin_draws.Rd
man/elpd.Rd
man/example_loglik_array.Rd
man/extract_log_lik.Rd
man/figures/logo.svg
man/figures/stanlogo.png
man/find_model_names.Rd
man/gpdfit.Rd
man/importance_sampling.Rd
man/kfold-generic.Rd
man/kfold-helpers.Rd
man/loo-datasets.Rd
man/loo-glossary.Rd
man/loo-package.Rd
man/loo.Rd
man/loo_approximate_posterior.Rd
man/loo_compare.Rd
man/loo_model_weights.Rd
man/loo_moment_match.Rd
man/loo_moment_match_split.Rd
man/loo_predictive_metric.Rd
man/loo_subsample.Rd
man/nlist.Rd
man/nobs.psis_loo_ss.Rd
man/obs_idx.Rd
man/old-extractors.Rd
man/parallel_psis_list.Rd
man/pareto-k-diagnostic.Rd
man/pointwise.Rd
man/print.loo.Rd
man/print_dims.Rd
man/psis.Rd
man/psis_approximate_posterior.Rd
man/psislw.Rd
man/relative_eff.Rd
man/sis.Rd
man/tis.Rd
man/update.psis_loo_ss.Rd
man/waic.Rd
man/weights.importance_sampling.Rd
tests/testthat.R
tests/testthat/data-for-tests/function_method_stuff.R
tests/testthat/data-for-tests/loo_subsample_vignette.rda
tests/testthat/data-for-tests/normal_reg_waic_test_example.rda
tests/testthat/data-for-tests/normal_reg_waic_test_example2.rda
tests/testthat/data-for-tests/test_data_psis_approximate_posterior.rda
tests/testthat/data-for-tests/test_radon_laplace_loo.rda
tests/testthat/reference-results/E_loo_default_mean.rds
tests/testthat/reference-results/E_loo_default_quantile_10_50_90.rds
tests/testthat/reference-results/E_loo_default_quantile_50.rds
tests/testthat/reference-results/E_loo_default_sd.rds
tests/testthat/reference-results/E_loo_default_var.rds
tests/testthat/reference-results/E_loo_matrix_mean.rds
tests/testthat/reference-results/E_loo_matrix_quantile_10_90.rds
tests/testthat/reference-results/E_loo_matrix_quantile_50.rds
tests/testthat/reference-results/E_loo_matrix_sd.rds
tests/testthat/reference-results/E_loo_matrix_var.rds
tests/testthat/reference-results/compare_three_models.rds
tests/testthat/reference-results/compare_two_models.rds
tests/testthat/reference-results/crps.rds
tests/testthat/reference-results/elpd.rds
tests/testthat/reference-results/gpdfit.rds
tests/testthat/reference-results/gpdfit_default_grid.rds
tests/testthat/reference-results/gpdfit_old.rds
tests/testthat/reference-results/loo.rds
tests/testthat/reference-results/loo_compare_three_models.rds
tests/testthat/reference-results/loo_compare_two_models.rds
tests/testthat/reference-results/loo_crps.rds
tests/testthat/reference-results/loo_predictive_metric_acc_mean.rds
tests/testthat/reference-results/loo_predictive_metric_acc_quant.rds
tests/testthat/reference-results/loo_predictive_metric_bacc_mean.rds
tests/testthat/reference-results/loo_predictive_metric_bacc_quant.rds
tests/testthat/reference-results/loo_predictive_metric_mae_mean.rds
tests/testthat/reference-results/loo_predictive_metric_mae_quant.rds
tests/testthat/reference-results/loo_predictive_metric_mse_mean.rds
tests/testthat/reference-results/loo_predictive_metric_mse_quant.rds
tests/testthat/reference-results/loo_predictive_metric_rmse_mean.rds
tests/testthat/reference-results/loo_predictive_metric_rmse_quant.rds
tests/testthat/reference-results/loo_scrps.rds
tests/testthat/reference-results/mcse_loo.rds
tests/testthat/reference-results/model_weights_pseudobma.rds
tests/testthat/reference-results/model_weights_stacking.rds
tests/testthat/reference-results/moment_match_loo_1.rds
tests/testthat/reference-results/moment_match_loo_2.rds
tests/testthat/reference-results/moment_match_loo_3.rds
tests/testthat/reference-results/moment_match_loo_Stan_1.rds
tests/testthat/reference-results/moment_match_split.rds
tests/testthat/reference-results/moment_match_var_and_cov.rds
tests/testthat/reference-results/psis.rds
tests/testthat/reference-results/relative_eff.rds
tests/testthat/reference-results/scrps.rds
tests/testthat/reference-results/waic.rds
tests/testthat/test_0_helpers.R
tests/testthat/test_E_loo.R
tests/testthat/test_compare.R
tests/testthat/test_crps.R
tests/testthat/test_deprecated_extractors.R
tests/testthat/test_extract_log_lik.R
tests/testthat/test_gpdfit.R
tests/testthat/test_kfold_helpers.R
tests/testthat/test_loo_and_waic.R
tests/testthat/test_loo_approximate_posterior.R
tests/testthat/test_loo_moment_matching.R
tests/testthat/test_loo_predictive_metric.R
tests/testthat/test_loo_subsampling.R
tests/testthat/test_model_weighting.R
tests/testthat/test_pointwise.R
tests/testthat/test_print_plot.R
tests/testthat/test_psis.R
tests/testthat/test_psis_approximate_posterior.R
tests/testthat/test_psislw.R
tests/testthat/test_relative_eff.R
tests/testthat/test_tisis.R
vignettes/children/SEE-ONLINE.txt
vignettes/children/SETTINGS-knitr.txt
vignettes/loo2-elpd.Rmd
vignettes/loo2-example.Rmd
vignettes/loo2-large-data.Rmd
vignettes/loo2-lfo.Rmd
vignettes/loo2-mixis.Rmd
vignettes/loo2-moment-matching.Rmd
vignettes/loo2-non-factorized.Rmd
vignettes/loo2-weights.Rmd
vignettes/loo2-with-rstan.Rmd
vignettes/online-only/faq.Rmd
vignettes/online-only/faq.bib
vignettes/online-only/harvard-cite-them-right.csl
