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