A B C D E F H K L M N P R S T U V W
rstanarm-package | Applied Regression Modeling via RStan |
adapt_delta | Target average acceptance probability |
as.array.stanreg | Extract the posterior sample |
as.data.frame.stanreg | Extract the posterior sample |
as.data.frame.summary.stanreg | Summary method for stanreg objects |
as.matrix.stanreg | Extract the posterior sample |
bball1970 | Datasets for rstanarm examples |
bball2006 | Datasets for rstanarm examples |
cauchy | Prior distributions and options |
coef.stanreg | Methods for stanreg objects |
compare_models | Leave-one-out (LOO) and K-fold cross-validation |
confint.stanreg | Methods for stanreg objects |
decov | Prior distributions and options |
dirichlet | Prior distributions and options |
example_model | Example model |
exponential | Prior distributions and options |
fitted.stanreg | Methods for stanreg objects |
fixef | Methods for stanreg objects |
fixef.stanreg | Methods for stanreg objects |
hs | Prior distributions and options |
hs_plus | Prior distributions and options |
kfold | Leave-one-out (LOO) and K-fold cross-validation |
kidiq | Datasets for rstanarm examples |
laplace | Prior distributions and options |
lasso | Prior distributions and options |
launch_shinystan | Using the ShinyStan GUI with rstanarm models |
log_lik | Pointwise log-likelihood matrix |
log_lik.stanreg | Pointwise log-likelihood matrix |
loo | Leave-one-out (LOO) and K-fold cross-validation |
loo.stanreg | Leave-one-out (LOO) and K-fold cross-validation |
mortality | Datasets for rstanarm examples |
neg_binomial_2 | Family function for negative binomial GLMs |
ngrps | Methods for stanreg objects |
ngrps.stanreg | Methods for stanreg objects |
nobs.stanreg | Methods for stanreg objects |
normal | Prior distributions and options |
pairs.stanreg | Pairs method for stanreg objects |
plot.stanreg | Plot method for stanreg objects |
plot_nonlinear | Bayesian generalized linear additive models with group-specific terms via Stan |
posterior_interval | Posterior uncertainty intervals |
posterior_interval.stanreg | Posterior uncertainty intervals |
posterior_predict | Draw from posterior predictive distribution |
posterior_predict.stanreg | Draw from posterior predictive distribution |
posterior_vs_prior | Juxtapose prior and posterior |
posterior_vs_prior.stanreg | Juxtapose prior and posterior |
pp_check | Graphical posterior predictive checks |
pp_check.stanreg | Graphical posterior predictive checks |
pp_validate | Model validation via simulation |
predict.stanreg | Predict method for stanreg objects |
predictive_error | In-sample or out-of-sample predictive errors |
predictive_error.ppd | In-sample or out-of-sample predictive errors |
predictive_error.stanreg | In-sample or out-of-sample predictive errors |
predictive_interval | Predictive intervals |
predictive_interval.ppd | Predictive intervals |
predictive_interval.stanreg | Predictive intervals |
print.stanreg | Print method for stanreg objects |
print.summary.stanreg | Summary method for stanreg objects |
priors | Prior distributions and options |
prior_options | Deprecated functions |
prior_summary | Summarize the priors used for an rstanarm model |
prior_summary.stanreg | Summarize the priors used for an rstanarm model |
product_normal | Prior distributions and options |
R2 | Prior distributions and options |
radon | Datasets for rstanarm examples |
ranef | Methods for stanreg objects |
ranef.stanreg | Methods for stanreg objects |
residuals.stanreg | Methods for stanreg objects |
roaches | Datasets for rstanarm examples |
rstanarm | Applied Regression Modeling via RStan |
rstanarm-datasets | Datasets for rstanarm examples |
rstanarm-deprecated | Deprecated functions |
se.stanreg | Methods for stanreg objects |
shinystan | Using the ShinyStan GUI with rstanarm models |
sigma | Methods for stanreg objects |
sigma.stanreg | Methods for stanreg objects |
stanreg-methods | Methods for stanreg objects |
stanreg-objects | Fitted model objects |
stan_aov | Bayesian regularized linear models via Stan |
stan_betareg | Bayesian beta regression models via Stan |
stan_betareg.fit | Bayesian beta regression models via Stan |
stan_biglm | Bayesian regularized linear but big models via Stan |
stan_biglm.fit | Bayesian regularized linear but big models via Stan |
stan_gamm4 | Bayesian generalized linear additive models with group-specific terms via Stan |
stan_glm | Bayesian generalized linear models via Stan |
stan_glm.fit | Bayesian generalized linear models via Stan |
stan_glm.nb | Bayesian generalized linear models via Stan |
stan_glmer | Bayesian generalized linear models with group-specific terms via Stan |
stan_glmer.nb | Bayesian generalized linear models with group-specific terms via Stan |
stan_lm | Bayesian regularized linear models via Stan |
stan_lm.fit | Bayesian regularized linear models via Stan |
stan_lm.wfit | Bayesian regularized linear models via Stan |
stan_lmer | Bayesian generalized linear models with group-specific terms via Stan |
stan_polr | Bayesian ordinal regression models via Stan |
stan_polr.fit | Bayesian ordinal regression models via Stan |
student_t | Prior distributions and options |
summary.stanreg | Summary method for stanreg objects |
tumors | Datasets for rstanarm examples |
update.stanreg | Methods for stanreg objects |
VarCorr | Methods for stanreg objects |
VarCorr.stanreg | Methods for stanreg objects |
vcov.stanreg | Methods for stanreg objects |
waic | Leave-one-out (LOO) and K-fold cross-validation |
waic.stanreg | Leave-one-out (LOO) and K-fold cross-validation |
wells | Datasets for rstanarm examples |