API for stan-dev/loo
Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models

Global functions
$.loo Man page
.E_fun Source code
.E_loo_khat_i Source code
.compute_point_estimate Man page Source code
.compute_point_estimate.default Source code
.compute_point_estimate.matrix Source code
.fr Source code
.k_help Source code
.loo_ap_i Source code
.loo_i Source code
.ndraws Man page Source code
.ndraws.default Source code
.ndraws.matrix Source code
.onAttach Source code
.thin_draws Man page Source code
.thin_draws.default Source code
.thin_draws.matrix Source code
.thin_draws.numeric Source code
.warn Source code
.wmean Source code
.wquant Source code
.wvar Source code
E_loo Man page Source code
E_loo.default Man page Source code
E_loo.matrix Man page Source code
E_loo_khat Source code
E_loo_khat.default Source code
E_loo_khat.matrix Source code
Kline Man page
[.loo Man page
[[.loo Man page
`$.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
autocovariance 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
convert_old_object Source code
correct_log_ratios 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_diffs Source code
elpd_loo_approximation 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
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_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_split 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
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
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
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_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.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_weight_vector 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 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
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_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
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
stan-dev/loo documentation built on Feb. 19, 2020, 8:30 p.m.