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