rstanarm: Bayesian Applied Regression Modeling via Stan
> library(rstanarm)
バージョン: 2.12.1
| 関数名 | 概略 |
|---|---|
adapt_delta |
Target average acceptance probability |
example_model |
Example model |
loo.stanreg |
Leave-one-out cross-validation (LOO) |
neg_binomial_2 |
Family function for Negative Binomial GLMs |
pairs.stanreg |
Pairs method for stanreg objects |
plot.stanreg |
Plot method for stanreg objects |
plots |
Plots |
posterior_predict |
Draw from posterior predictive distribution |
ppcheck |
Graphical posterior predictive checks |
predict.stanreg |
Predict method for stanreg objects |
priors |
Prior distributions and options |
rstanarm-package |
Applied Regression Modeling via RStan |
shinystan |
Using the ShinyStan GUI to explore 'rstanarm' models |
stan_aov |
Regularized linear models via Stan |
stan_gamm4 |
Bayesian generalized linear additive models with group-specific terms |
stan_glm |
Bayesian generalized linear models via Stan |
stan_glmer |
Bayesian generalized linear models with group-specific terms via Stan |
stan_polr |
Ordinal regression models via Stan |
stanreg-methods |
Methods |
stanreg-objects |
Fitted model objects |
summary.stanreg |
Summary method for stanreg objects |