Approximate leave-future-out cross-validation for Bayesian time series modelsUpdated 3 months ago

Paul Bürkner, Jonah Gabry, Aki Vehtari

Rendered from loo2-lfo.Rmd in loo 2.8.0.9000.
Avoiding model refits in leave-one-out cross-validation with moment matchingUpdated 3 months ago

Topi Paananen, Paul Bürkner, Aki Vehtari and Jonah Gabry

Rendered from loo2-moment-matching.Rmd in loo 2.8.0.9000.
Bayesian Stacking and Pseudo-BMA weights using the loo packageUpdated 3 months ago

Aki Vehtari and Jonah Gabry

Rendered from loo2-weights.Rmd in loo 2.8.0.9000.
Leave-one-out cross-validation for non-factorized modelsUpdated 3 months ago

Aki Vehtari, Paul Bürkner and Jonah Gabry

Rendered from loo2-non-factorized.Rmd in loo 2.8.0.9000.
Mixture IS leave-one-out cross-validation for high-dimensional Bayesian modelsUpdated 3 months ago

Luca Silva and Giacomo Zanella

Rendered from loo2-mixis.Rmd in loo 2.8.0.9000.
Using Leave-one-out cross-validation for large dataUpdated 3 months ago

Mans Magnusson, Paul Bürkner, Aki Vehtari and Jonah Gabry

Rendered from loo2-large-data.Rmd in loo 2.8.0.9000.
Using the loo package (version >= 2.0.0)Updated 3 months ago

Aki Vehtari and Jonah Gabry

Rendered from loo2-example.Rmd in loo 2.8.0.9000.
Writing Stan programs for use with the loo packageUpdated 3 months ago

Aki Vehtari and Jonah Gabry

Rendered from loo2-with-rstan.Rmd in loo 2.8.0.9000.
Visual MCMC diagnostics using the bayesplot packageUpdated 6 months ago

Jonah Gabry and Martin Modrák

Rendered from visual-mcmc-diagnostics.Rmd in bayesplot 1.11.1.9000.
Step by step guide for creating a package that depends on RStanUpdated 6 months ago

Stefan Siegert, Jonah Gabry, Martin Lysy, and Ben Goodrich

Rendered from minimal-rstan-package.Rmd in rstantools 2.4.0.9000.
Holdout validation and K-fold cross-validation of Stan programs with the loo packageUpdated 9 months ago

Bruno Nicenboim

Rendered from loo2-elpd.Rmd in loo 2.8.0.9000.
Plotting MCMC draws using the bayesplot packageUpdated 2 years ago

Jonah Gabry

Rendered from plotting-mcmc-draws.Rmd in bayesplot 1.11.1.9000.
Guidelines for Developers of R Packages Interfacing with StanUpdated 2 years ago

Stan Development Team

Rendered from developer-guidelines.Rmd in rstantools 2.4.0.9000.
Deploying to shinyapps.ioUpdated 2 years ago

Jonah Gabry

Rendered from deploy_shinystan.Rmd in shinystan 2.6.0.
Getting StartedUpdated 3 years ago

Jonah Gabry

Rendered from shinystan-package.Rmd in shinystan 2.6.0.
Graphical posterior predictive checks using the bayesplot packageUpdated 4 years ago

Jonah Gabry

Rendered from graphical-ppcs.Rmd in bayesplot 1.11.1.9000.