Target average acceptance probability
Extract the posterior sample
Example model
family method for stanmvreg objects
Extract X, Y or Z from a stanreg object
Using the ShinyStan GUI with rstanarm models
family method for stanreg objects
formula method for stanreg objects
Compute a Bayesian version of R-squared for regression models
Example joint longitudinal and time-to-event model
model.frame method for stanreg objects
model.matrix method for stanreg objects
Family function for negative binomial GLMs
Pairs method for stanreg objects
Compute weighted expectations using LOO
model.frame method for stanmvreg objects
posterior_linpred.stanreg
Posterior distribution of the linear predictor
posterior_predict.stanreg
Draw from posterior predictive distribution
Pointwise log-likelihood matrix
Information criteria and cross-validation
Juxtapose prior and posterior
Graphical posterior predictive checks
Plot the estimated subject-specific or marginal longitudinal trajectory
Plot method for stanreg objects
Model validation via simulation
Predict method for stanreg objects
Print method for kfold
Print method for stanreg objects
Deprecated functions
In-sample or out-of-sample predictive errors
predictive_interval.stanreg
Predictive intervals
Extract standard errors
Bayesian beta regression models via Stan
Plot the estimated subject-specific or marginal survival function
posterior_interval.stanreg
Posterior uncertainty intervals
Bayesian generalized linear additive models with optional group-specific
terms via Stan
Applied Regression Modeling via RStan
terms method for stanmvreg objects
terms method for stanreg objects
Objects exported from other packages
Datasets for rstanarm examples
Bayesian generalized linear models with group-specific terms via Stan
Bayesian generalized linear models via Stan
Bayesian nonlinear models with group-specific terms via Stan
Bayesian ordinal regression models via Stan
Generic print method for survfit.stanjm
objects
Summarize the priors used for an rstanarm model
Bayesian regularized linear models via Stan
Estimate the subject-specific or marginal longitudinal trajectory
Prior distributions and options
Graphical checks of the estimated survival function
Bayesian regularized linear but big models via Stan
Conditional logistic (clogit) models via Stan
Methods for stanmvreg objects
Bayesian joint longitudinal and time-to-event models via Stan
Fitted model objects
Summary method for stanreg objects
Estimate subject-specific or standardised survival probabilities
Methods for stanreg objects
Bayesian multivariate generalized linear models with correlated
group-specific terms via Stan