loo-package |
Efficient LOO and WAIC for Bayesian models |
compare |
Model comparison |
extract_log_lik |
Extract log-likelihood from a Stan model |
loo |
Leave-one-out cross-validation (LOO) |
loo.function |
Leave-one-out cross-validation (LOO) |
loo.matrix |
Leave-one-out cross-validation (LOO) |
pareto-k-diagnostic |
Diagnostics for Pareto Smoothed Importance Sampling |
pareto_k_ids |
Diagnostics for Pareto Smoothed Importance Sampling |
pareto_k_table |
Diagnostics for Pareto Smoothed Importance Sampling |
plot.loo |
Diagnostics for Pareto Smoothed Importance Sampling |
print.loo |
Print method for 'loo' objects |
psislw |
Pareto smoothed importance sampling (PSIS) |
waic |
Widely applicable information criterion (WAIC) |
waic.function |
Widely applicable information criterion (WAIC) |
waic.matrix |
Widely applicable information criterion (WAIC) |