**Pareto-khat diagnostics**Updated 2 months ago

Aki Vehtari

Rendered from`pareto_diagnostics.Rmd`

in **posterior 1.6.0**.

**The posterior R package**Updated 2 months ago

Paul Bürkner, Jonah Gabry, Matthew Kay, and Aki Vehtari

Rendered from`posterior.Rmd`

in **posterior 1.6.0**.

**Latent projection predictive feature selection**Updated 2 months ago

Frank Weber

Rendered from`latent.Rmd`

in **projpred 2.8.0.9000**.

**projpred: Projection predictive feature selection**Updated 2 months ago

Frank Weber

Rendered from`projpred.Rmd`

in **projpred 2.8.0.9000**.

**stan_glm: Estimating Generalized Linear Models for Continuous Data with rstanarm**Updated 2 months ago

Jonah Gabry and Ben Goodrich

Rendered from`continuous.Rmd`

in **rstanarm 2.35.0.9000**.

**stan_glm: Estimating Generalized Linear Models for Count Data with rstanarm**Updated 2 months ago

Jonah Gabry and Ben Goodrich

Rendered from`count.Rmd`

in **rstanarm 2.35.0.9000**.

**Getting started with CmdStanR**Updated 2 months ago

Jonah Gabry, Rok Češnovar, and Andrew Johnson

Rendered from`cmdstanr.Rmd`

in **cmdstanr 0.8.1**.

**Hierarchical Partial Pooling for Repeated Binary Trials**Updated 2 months ago

Bob Carpenter, Jonah Gabry and Ben Goodrich

Rendered from`pooling.Rmd`

in **rstanarm 2.35.0.9000**.

**Prior Distributions for rstanarm Models**Updated 2 months ago

Jonah Gabry and Ben Goodrich

Rendered from`priors.Rmd`

in **rstanarm 2.35.0.9000**.

**stan_aov: Estimating ANOVA Models with rstanarm**Updated 2 months ago

Jonah Gabry and Ben Goodrich

Rendered from`aov.Rmd`

in **rstanarm 2.35.0.9000**.

**stan_betareg: Modeling Rates/Proportions using Beta Regression with rstanarm**Updated 2 months ago

Imad Ali, Jonah Gabry and Ben Goodrich

Rendered from`betareg.Rmd`

in **rstanarm 2.35.0.9000**.

**stan_glm: Estimating Generalized Linear Models for Binary and Binomial Data with rstanarm**Updated 2 months ago

Jonah Gabry and Ben Goodrich

Rendered from`binomial.Rmd`

in **rstanarm 2.35.0.9000**.

**stan_glmer: Estimating Generalized (Non-)Linear Models with Group-Specific Terms with rstanarm**Updated 2 months ago

Jonah Gabry and Ben Goodrich

Rendered from`glmer.Rmd`

in **rstanarm 2.35.0.9000**.

**stan_jm: Estimating Joint Models for Longitudinal and Time-to-Event Data with rstanarm**Updated 2 months ago

Sam Brilleman

Rendered from`jm.Rmd`

in **rstanarm 2.35.0.9000**.

**stan_lm: Estimating Regularized Linear Models with rstanarm**Updated 2 months ago

Jonah Gabry and Ben Goodrich

Rendered from`lm.Rmd`

in **rstanarm 2.35.0.9000**.

**stan_polr: Estimating Ordinal Regression Models with rstanarm**Updated 2 months ago

Jonah Gabry and Ben Goodrich

Rendered from`polr.Rmd`

in **rstanarm 2.35.0.9000**.

**stan_surv: Estimating Survival (Time-to-Event) Models with rstanarm**Updated 2 months ago

Sam Brilleman

Rendered from`surv.Rmd`

in **rstanarm 2.35.0.9000**.

**Working with Posteriors**Updated 4 months ago

Andrew Johnson

Rendered from`posterior.Rmd`

in **cmdstanr 0.8.1**.

**Approximate leave-future-out cross-validation for Bayesian time series models**Updated 4 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 matching**Updated 4 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 package**Updated 4 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 models**Updated 4 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 models**Updated 4 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 data**Updated 4 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 4 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 package**Updated 4 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 package**Updated 7 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 RStan**Updated 7 months ago

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

Rendered from`minimal-rstan-package.Rmd`

in **rstantools 2.4.0.9000**.

**How does CmdStanR work?**Updated 8 months ago

Jonah Gabry and Rok Češnovar

Rendered from`cmdstanr-internals.Rmd`

in **cmdstanr 0.8.1**.

**rvar: The Random Variable Datatype**Updated 9 months ago

Matthew Kay

Rendered from`rvar.Rmd`

in **posterior 1.6.0**.

**Holdout validation and K-fold cross-validation of Stan programs with the loo package**Updated 9 months ago

Bruno Nicenboim

Rendered from`loo2-elpd.Rmd`

in **loo 2.8.0.9000**.

**Using the Stan Math C++ Library**Updated 10 months ago

Stan Development Team

Rendered from`stanmath.Rmd`

in **StanHeaders 2.35.0.9000**.

**R Markdown CmdStan Engine**Updated 11 months ago

Mikhail Popov

Rendered from`r-markdown.Rmd`

in **cmdstanr 0.8.1**.

**Interfacing with External C++ Code**Updated 12 months ago

Stan Development Team

Rendered from`external.Rmd`

in **rstan 2.35.0.9000**.

**RStan: the R interface to Stan**Updated 12 months ago

Stan Development Team

Rendered from`rstan.Rmd`

in **rstan 2.35.0.9000**.

**Profiling Stan programs with CmdStanR**Updated 1 years ago

Rok Češnovar, Jonah Gabry and Ben Bales

Rendered from`profiling.Rmd`

in **cmdstanr 0.8.1**.

**How to Use the rstanarm Package**Updated 2 years ago

Jonah Gabry and Ben Goodrich

Rendered from`rstanarm.Rmd`

in **rstanarm 2.35.0.9000**.

**Probabilistic A/B Testing with rstanarm**Updated 2 years ago

Imad Ali

Rendered from`ab-testing.Rmd`

in **rstanarm 2.35.0.9000**.

**Plotting MCMC draws using the bayesplot package**Updated 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 Stan**Updated 2 years ago

Stan Development Team

Rendered from`developer-guidelines.Rmd`

in **rstantools 2.4.0.9000**.

**Deploying to shinyapps.io**Updated 2 years ago

Jonah Gabry

Rendered from`deploy_shinystan.Rmd`

in **shinystan 2.6.0**.

**Getting Started**Updated 3 years ago

Jonah Gabry

Rendered from`shinystan-package.Rmd`

in **shinystan 2.6.0**.

**Graphical posterior predictive checks using the bayesplot package**Updated 4 years ago

Jonah Gabry

Rendered from`graphical-ppcs.Rmd`

in **bayesplot 1.11.1.9000**.

**MRP with rstanarm**Updated 4 years ago

Lauren Kennedy and Jonah Gabry

Rendered from`mrp.Rmd`

in **rstanarm 2.35.0.9000**.

**Simulation Based Calibration**Updated 4 years ago

Stan Development Team

Rendered from`SBC.Rmd`

in **rstan 2.35.0.9000**.

**Accessing the contents of a stanfit object**Updated 4 years ago

Stan Development Team

Rendered from`stanfit-objects.Rmd`

in **rstan 2.35.0.9000**.