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Moved to BS5 and used Stan theme
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DESCRIPTION

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SystemRequirements: pandoc (>= 1.12.3), pandoc-citeproc
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RoxygenNote: 7.3.2
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Roxygen: list(markdown = TRUE)
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Config/Needs/website: VisruthSK/pkgdownConfig

_pkgdown.yml

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url: https://mc-stan.org/loo/
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destination: docs
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template:
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params:
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bootswatch: cosmo
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package: pkgdownConfig
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development:
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mode: auto
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navbar:
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title: loo
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left:
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- icon: fa-home fa-lg
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aria-label: Return to homepage
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href: index.html
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- text: Vignettes
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href: articles/index.html
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- text: Functions
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href: reference/index.html
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- text: News
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href: news/index.html
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- text: Other Packages
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menu:
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- text: rstan
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href: https://mc-stan.org/rstan
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- text: cmdstanr
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href: https://mc-stan.org/cmdstanr
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- text: rstanarm
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href: https://mc-stan.org/rstanarm
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- text: bayesplot
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href: https://mc-stan.org/bayesplot
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- text: shinystan
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href: https://mc-stan.org/shinystan
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- text: projpred
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href: https://mc-stan.org/projpred
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- text: rstantools
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href: https://mc-stan.org/rstantools
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- text: posterior
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href: https://mc-stan.org/posterior
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- text: Stan
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href: https://mc-stan.org
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right:
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- icon: fa-twitter
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aria-label: Visit our Twitter profile
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href: https://twitter.com/mcmc_stan
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- icon: fa-github
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aria-label: View our code on GitHub
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href: https://github.com/stan-dev/loo
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- icon: fa-users
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aria-label: Visit our forums
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href: https://discourse.mc-stan.org/
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home:
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links:
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- text: Ask a question
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href: https://discourse.mc-stan.org/
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title: "loo"
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structure:
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left: [home, vignettes, functions, pkgs, news, stan]
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right: [search, bluesky, twitter, forum, github, lightswitch]
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components:
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home:
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icon: fa-home fa-lg
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href: index.html
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vignettes:
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text: Vignettes
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href: articles/index.html
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functions:
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text: Functions
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href: reference/index.html
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pkgs:
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text: Other Packages
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menu:
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- text: rstan
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href: https://mc-stan.org/rstan
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- text: cmdstanr
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href: https://mc-stan.org/cmdstanr
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- text: rstanarm
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href: https://mc-stan.org/rstanarm
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- text: bayesplot
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href: https://mc-stan.org/bayesplot
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- text: shinystan
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href: https://mc-stan.org/shinystan
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- text: projpred
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href: https://mc-stan.org/projpred
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- text: rstantools
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href: https://mc-stan.org/rstantools
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- text: posterior
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href: https://mc-stan.org/posterior
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articles:
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- title: Getting started
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desc: |
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These vignettes demonstrate how to use the **loo** package to perform approximate leave-one-out cross-validation or exact K-fold cross-validation for Bayesian models fit using MCMC, compare models on estimated predictive performance on new data, and weight models for averaging predictive distributions.
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contents:
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- loo2-example
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- loo2-weights
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- loo2-with-rstan
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- loo2-elpd
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- title: Additional topics
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desc: |
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These vignettes demonstrate how to use the **loo** package for more complicated scenarios including models with non-factorized likelihoods, forecasting models, models fit to very large datasets, and more.
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contents:
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- loo2-non-factorized
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- loo2-lfo
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- loo2-large-data
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- loo2-moment-matching
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- loo2-mixis
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- title: Frequently asked questions
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contents:
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- faq
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- title: Getting started
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desc: |
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These vignettes demonstrate how to use the **loo** package to perform approximate leave-one-out cross-validation or exact K-fold cross-validation for Bayesian models fit using MCMC, compare models on estimated predictive performance on new data, and weight models for averaging predictive distributions.
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contents:
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- loo2-example
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- loo2-weights
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- loo2-with-rstan
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- loo2-elpd
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- title: Additional topics
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desc: |
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These vignettes demonstrate how to use the **loo** package for more complicated scenarios including models with non-factorized likelihoods, forecasting models, models fit to very large datasets, and more.
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contents:
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- loo2-non-factorized
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- loo2-lfo
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- loo2-large-data
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- loo2-moment-matching
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- loo2-mixis
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- title: Frequently asked questions
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contents:
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- faq
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external-articles:
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- name: faq
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title: Cross-validation FAQ
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description: Answers to frequently asked questions about cross-validation and the **loo** package (links to external site).
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href: https://users.aalto.fi/~ave/CV-FAQ.html
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reference:
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- title: Package description, glossary, and included data sets
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contents:
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- loo-package
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- loo-glossary
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- loo-datasets
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- title: Approximate LOO-CV
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desc: |
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Approximate LOO-CV, Pareto smoothed importance sampling (PSIS), and diagnostics.
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contents:
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- loo
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- loo_subsample
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- loo_approximate_posterior
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- loo_moment_match
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- loo_moment_match_split
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- E_loo
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- psis
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- ap_psis
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- tis
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- sis
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- importance_sampling
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- weights.importance_sampling
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- pareto-k-diagnostic
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- title: Model comparison weighting/averaging
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desc: |
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Functions for comparing models and computing model weights via stacking of predictive distributions or pseudo-BMA weighting.
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contents:
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- loo_compare
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- loo_model_weights
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- stacking_weights
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- pseudobma_weights
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- title: Helper functions for K-fold CV
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contents:
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- kfold_split_random
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- kfold_split_stratified
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- kfold_split_grouped
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- kfold
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- elpd
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- title: Other functions
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contents:
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- loo_predictive_metric
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- crps
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- elpd
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- waic
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- extract_log_lik
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- pointwise
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- relative_eff
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- gpdfit
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- starts_with("example_loglik")
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- print.loo
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- nobs.psis_loo_ss
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- obs_idx
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- update.psis_loo_ss
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- title: Deprecated functions
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contents:
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- compare
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- psislw
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- name: faq
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title: Cross-validation FAQ
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description: Answers to frequently asked questions about cross-validation and the **loo** package (links to external site).
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href: https://users.aalto.fi/~ave/CV-FAQ.html
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reference:
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- title: Package description, glossary, and included data sets
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contents:
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- loo-package
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- loo-glossary
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- loo-datasets
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- title: Approximate LOO-CV
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desc: |
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Approximate LOO-CV, Pareto smoothed importance sampling (PSIS), and diagnostics.
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contents:
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- loo
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- loo_subsample
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- loo_approximate_posterior
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- loo_moment_match
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- loo_moment_match_split
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- E_loo
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- psis
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- ap_psis
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- tis
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- sis
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- importance_sampling
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- weights.importance_sampling
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- pareto-k-diagnostic
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- title: Model comparison weighting/averaging
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desc: |
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Functions for comparing models and computing model weights via stacking of predictive distributions or pseudo-BMA weighting.
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contents:
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- loo_compare
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- loo_model_weights
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- stacking_weights
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- pseudobma_weights
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- title: Helper functions for K-fold CV
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contents:
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- kfold_split_random
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- kfold_split_stratified
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- kfold_split_grouped
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- kfold
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- elpd
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- title: Other functions
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contents:
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- loo_predictive_metric
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- crps
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- elpd
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- waic
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- extract_log_lik
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- pointwise
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- relative_eff
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- gpdfit
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- starts_with("example_loglik")
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- print.loo
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- nobs.psis_loo_ss
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- obs_idx
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- update.psis_loo_ss
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- title: Deprecated functions
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contents:
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- compare
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- psislw

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