API for stan-dev/loo
Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models
| Global functions | |
|---|---|
| $.loo | Man page |
| .E_fun | Source code |
| .E_loo_khat_i | Source code |
| .accuracy | Source code |
| .balanced_accuracy | Source code |
| .compute_point_estimate | Man page Source code |
| .compute_point_estimate.default | Man page Source code |
| .compute_point_estimate.matrix | Man page Source code |
| .crps_fun | Source code |
| .fr | Source code |
| .k_help | Source code |
| .loo_ap_i | Source code |
| .loo_i | Source code |
| .loo_predictive_metric_fun | Source code |
| .mae | Source code |
| .mse | Source code |
| .ndraws | Man page Source code |
| .ndraws.default | Man page Source code |
| .ndraws.matrix | Man page Source code |
| .onAttach | Source code |
| .rmse | Source code |
| .thin_draws | Man page Source code |
| .thin_draws.default | Man page Source code |
| .thin_draws.matrix | Man page Source code |
| .thin_draws.numeric | Man page Source code |
| .warn | Source code |
| .wmean | Source code |
| .wquant | Source code |
| .wsd | Source code |
| .wvar | Source code |
| EXX_compute | Source code |
| EXX_loo_compute | Source code |
| E_loo | Man page Source code |
| E_loo.default | Man page Source code |
| E_loo.matrix | Man page Source code |
| E_loo_khat | Source code |
| E_loo_khat.default | Source code |
| E_loo_khat.matrix | Source code |
| Kline | Man page |
| [.loo | Man page |
| [[.loo | Man page |
| `$.loo` | Source code |
| `[.loo` | Source code |
| `[[.loo` | Source code |
| add_subsampling_vars_to_pointwise | Source code |
| adjust_k_wip | Source code |
| ap_psis | Man page Source code |
| ap_psis.array | Man page Source code |
| ap_psis.default | Man page Source code |
| ap_psis.matrix | Man page Source code |
| as.psis_loo | Source code |
| as.psis_loo.psis_loo | Source code |
| as.psis_loo.psis_loo_ss | Source code |
| as.psis_loo_ss | Source code |
| as.psis_loo_ss.psis_loo | Source code |
| as.psis_loo_ss.psis_loo_ss | Source code |
| assert_importance_sampling_method_is_implemented | Source code |
| assert_observations | Source code |
| assert_psis_loo_ap | Source code |
| assert_psis_loo_ss | Source code |
| assert_subsample_idxs | Source code |
| assert_subsampling_pointwise | Source code |
| called_from_loo | Source code |
| colLogMeanExps | Source code |
| compare | Man page Source code |
| compare_idxs | Source code |
| compare_two_models | Source code |
| compute_idxs | Source code |
| compute_lpds | Source code |
| convert_old_object | Source code |
| correct_log_ratios | Source code |
| crps | Man page Source code |
| crps.matrix | Man page Source code |
| crps.numeric | Man page Source code |
| crps_output | Source code |
| dim.importance_sampling | Source code |
| dim.kfold | Source code |
| dim.loo | Source code |
| dim.psis_loo | Source code |
| dim.waic | Source code |
| dirichlet_rng | Source code |
| do_importance_sampling | Source code |
| do_psis | Source code |
| do_psis_i | Source code |
| do_sis_i | Source code |
| do_tis_i | Source code |
| elpd | Man page Source code |
| elpd.array | Man page Source code |
| elpd.matrix | Man page Source code |
| elpd_diffs | Source code |
| elpd_loo_approximation | Source code |
| elpd_object | Source code |
| enough_tail_samples | Source code |
| ess_rfun | Source code |
| estimator_choices | Source code |
| example_loglik_array | Man page Source code |
| example_loglik_matrix | Man page Source code |
| extract_log_lik | Man page Source code |
| fft_next_good_size | Source code |
| find_model_names | Man page Source code |
| gpdfit | Man page Source code |
| implemented_is_methods | Source code |
| importance_sampling | Man page Source code |
| importance_sampling.array | Man page Source code |
| importance_sampling.default | Man page Source code |
| importance_sampling.matrix | Man page Source code |
| importance_sampling_loo_object | Source code |
| importance_sampling_object | Source code |
| is.kfold | Man page Source code |
| is.loo | Man page Source code |
| is.psis | Man page Source code |
| is.psis_loo | Man page Source code |
| is.sis | Man page Source code |
| is.tis | Man page Source code |
| is.waic | Man page Source code |
| is_constant | Source code |
| k_cut | Source code |
| kfold | Man page Source code |
| kfold-generic | Man page |
| kfold-helpers | Man page |
| kfold_split_grouped | Man page Source code |
| kfold_split_random | Man page Source code |
| kfold_split_stratified | Man page Source code |
| list2importance_sampling | Source code |
| llarray_to_matrix | Source code |
| llmatrix_to_array | Source code |
| logMeanExp | Source code |
| loo | Man page Source code |
| loo-datasets | Man page |
| loo-glossary | Man page |
| loo-package | Man page |
| loo.array | Man page Source code |
| loo.function | Man page Source code |
| loo.matrix | Man page Source code |
| loo_approximate_posterior | Man page Source code |
| loo_approximate_posterior.array | Man page Source code |
| loo_approximate_posterior.function | Man page Source code |
| loo_approximate_posterior.matrix | Man page Source code |
| loo_approximation_choices | Source code |
| loo_compare | Man page Source code |
| loo_compare.default | Man page Source code |
| loo_compare.psis_loo_ss_list | Source code |
| loo_compare_checks | Source code |
| loo_compare_checks.psis_loo_ss_list | Source code |
| loo_compare_matrix | Source code |
| loo_compare_matrix.psis_loo_ss_list | Source code |
| loo_compare_order | Source code |
| loo_compare_ss | Source code |
| loo_compare_ss_diff | Source code |
| loo_compare_ss_naive | Source code |
| loo_cores | Source code |
| loo_crps | Man page Source code |
| loo_crps.matrix | Man page Source code |
| loo_i | Man page Source code |
| loo_model_weights | Man page Source code |
| loo_model_weights.default | Man page Source code |
| loo_moment_match | Man page Source code |
| loo_moment_match.default | Man page Source code |
| loo_moment_match_i | Source code |
| loo_moment_match_split | Man page Source code |
| loo_order_stat_check | Source code |
| loo_predictive_metric | Man page Source code |
| loo_predictive_metric.matrix | Man page Source code |
| loo_scrps | Man page Source code |
| loo_scrps.matrix | Man page Source code |
| loo_subsample | Man page Source code |
| loo_subsample.function | Man page Source code |
| loo_subsample_estimation_diff_srs | Source code |
| loo_subsample_estimation_hh | Source code |
| loo_subsample_estimation_srs | Source code |
| lpd_i | Source code |
| lw_cutpoint | Source code |
| lw_normalize | Source code |
| lw_truncate | Source code |
| lx | Source code |
| mcse_elpd | Source code |
| mcse_loo | Man page Source code |
| middle_idx | Source code |
| milk | Man page |
| min_n_eff_by_k | Source code |
| n_pareto | Source code |
| nlist | Man page Source code |
| nobs.psis_loo_ss | Man page Source code |
| obs_idx | Man page Source code |
| old-extractors | Man page |
| order.psis_loo_ss | Source code |
| order_stat_heuristic | Source code |
| os_is_windows | Source code |
| parallel_importance_sampling_list | Man page Source code |
| parallel_psis_list | Man page Source code |
| pareto-k-diagnostic | Man page |
| pareto_k_ids | Man page Source code |
| pareto_k_influence_values | Man page Source code |
| pareto_k_table | Man page Source code |
| pareto_k_values | Man page Source code |
| plot.loo | Man page |
| plot.psis | Man page Source code |
| plot.psis_loo | Man page Source code |
| plot_diagnostic | Source code |
| pointwise | Man page Source code |
| pointwise.loo | Man page Source code |
| pointwise_elpd_calcs | Source code |
| pointwise_loo_calcs | Source code |
| pps_elpd_loo_approximation_to_pis | Source code |
| pps_sample | Source code |
| prepare_psis_r_eff | Source code |
| print.compare.loo | Man page Source code |
| print.compare.loo_ss | Man page Source code |
| print.importance_sampling | Man page Source code |
| print.importance_sampling_loo | Man page Source code |
| print.loo | Man page Source code |
| print.pareto_k_table | Source code |
| print.pseudobma_bb_weights | Source code |
| print.pseudobma_weights | Source code |
| print.psis | Man page Source code |
| print.psis_loo | Man page Source code |
| print.psis_loo_ap | Man page Source code |
| print.stacking_weights | Source code |
| print.waic | Man page Source code |
| print_dims | Man page Source code |
| print_dims.elpd_generic | Source code |
| print_dims.importance_sampling | Man page Source code |
| print_dims.importance_sampling_loo | Man page Source code |
| print_dims.kfold | Man page Source code |
| print_dims.psis_loo | Man page Source code |
| print_dims.psis_loo_ss | Man page Source code |
| print_dims.waic | Man page Source code |
| print_mcse_summary | Source code |
| print_reff_summary | Source code |
| print_weight_vector | Source code |
| ps_khat_threshold | Source code |
| pseudobma_weights | Man page Source code |
| psis | Man page Source code |
| psis.array | Man page Source code |
| psis.default | Man page Source code |
| psis.matrix | Man page Source code |
| psis_apply | Source code |
| psis_approximate_posterior | Man page Source code |
| psis_loo_ss_object | Source code |
| psis_n_eff | Source code |
| psis_n_eff.default | Source code |
| psis_n_eff.matrix | Source code |
| psis_n_eff_values | Man page Source code |
| psis_object | Source code |
| psis_smooth_tail | Source code |
| psislw | Man page Source code |
| psislw_warnings | Source code |
| qgpd | Source code |
| rbind_psis_loo_ss | Source code |
| relative_eff | Man page Source code |
| relative_eff.array | Man page Source code |
| relative_eff.default | Man page Source code |
| relative_eff.function | Man page Source code |
| relative_eff.importance_sampling | Man page Source code |
| relative_eff.matrix | Man page Source code |
| release_questions | Source code |
| remove_idx.psis_loo_ss | Source code |
| scrps | Man page Source code |
| scrps.matrix | Man page Source code |
| scrps.numeric | Man page Source code |
| se_elpd_diff | Source code |
| shift | Source code |
| shift_and_cov | Source code |
| shift_and_scale | Source code |
| sis | Man page Source code |
| sis.array | Man page Source code |
| sis.default | Man page Source code |
| sis.matrix | Man page Source code |
| srs_diff_est | Source code |
| srs_est | Source code |
| stacking_weights | Man page Source code |
| subsample_idxs | Source code |
| table_of_estimates | Source code |
| throw_large_kf_warning | Source code |
| throw_loo_r_eff_warning | Source code |
| throw_moment_match_max_iters_warning | Source code |
| throw_pareto_warnings | Source code |
| throw_psis_r_eff_warning | Source code |
| throw_pwaic_warnings | Source code |
| throw_tail_length_warnings | Source code |
| tis | Man page Source code |
| tis.array | Man page Source code |
| tis.default | Man page Source code |
| tis.matrix | Man page Source code |
| update.psis_loo_ss | Man page Source code |
| update_m_i_in_pointwise | Source code |
| update_psis_loo_ss_estimates | Source code |
| update_quantities_i | Source code |
| validate_crps_input | Source code |
| validate_ll | Source code |
| validate_llfun | Source code |
| validate_log_lik_list | Source code |
| validate_psis_loo_list | Source code |
| validate_r_eff_list | Source code |
| voice | Man page |
| voice_loo | Man page |
| waic | Man page Source code |
| waic.array | Man page Source code |
| waic.function | Man page Source code |
| waic.matrix | Man page Source code |
| waic_object | Source code |
| weights.importance_sampling | Man page Source code |
| whhest | Source code |
