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