All functions

compare

Model comparison

E_loo

Compute weighted expectations

extract_log_lik

Extract pointwise log-likelihood matrix from a Stan model

loo-package

Efficient LOO and WAIC for Bayesian models

loo

Leave-one-out cross-validation (LOO)

model_select

Model selection via Leave-one-out log predictive density estimation and Bayesian Bootstrap adjustment.

model_weights

Model averaging via stacking or Pseudo-BMA weighting.

pareto_k_table pareto_k_ids plot

Diagnostics for Pareto Smoothed Importance Sampling

print

Print method for 'loo' objects

pseudobma_weight

Pseudo-BMA weighting using Bayesian bootstrap samples adjustment

psislw

Pareto smoothed importance sampling (PSIS)

stacking_weight

Stacking of predictive distributions

waic

Widely applicable information criterion (WAIC)