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