Man pages for rstanarm
Bayesian Applied Regression Modeling via Stan
| adapt_delta | 'adapt_delta': Target average acceptance probability |
| as.matrix.stanreg | Extract the posterior sample |
| available-algorithms | Estimation algorithms available for 'rstanarm' models |
| available-models | Modeling functions available in 'rstanarm' |
| bayes_R2.stanreg | Compute a Bayesian version of R-squared or LOO-adjusted... |
| example_jm | Example joint longitudinal and time-to-event model |
| example_model | Example model |
| family.stanmvreg | family method for stanmvreg objects |
| family.stanreg | family method for stanreg objects |
| formula.stanreg | formula method for stanreg objects |
| get_y | Extract X, Y or Z from a stanreg object |
| kfold.stanreg | K-fold cross-validation |
| launch_shinystan.stanreg | Using the ShinyStan GUI with rstanarm models |
| logit | Logit and inverse logit |
| log_lik.stanreg | Pointwise log-likelihood matrix |
| loo_predict.stanreg | Compute weighted expectations using LOO |
| loo.stanreg | Information criteria and cross-validation |
| model.frame.stanmvreg | model.frame method for stanmvreg objects |
| model.frame.stanreg | model.frame method for stanreg objects |
| model.matrix.stanreg | model.matrix method for stanreg objects |
| neg_binomial_2 | Family function for negative binomial GLMs |
| pairs.stanreg | Pairs method for stanreg objects |
| plot.predict.stanjm | Plot the estimated subject-specific or marginal longitudinal... |
| plot.stanreg | Plot method for stanreg objects |
| plot.survfit.stanjm | Plot the estimated subject-specific or marginal survival... |
| posterior_interval.stanreg | Posterior uncertainty intervals |
| posterior_linpred.stanreg | Posterior distribution of the (possibly transformed) linear... |
| posterior_predict.stanreg | Draw from posterior predictive distribution |
| posterior_survfit | Estimate subject-specific or standardised survival... |
| posterior_traj | Estimate the subject-specific or marginal longitudinal... |
| posterior_vs_prior | Juxtapose prior and posterior |
| pp_check.stanreg | Graphical posterior predictive checks |
| pp_validate | Model validation via simulation |
| predictive_error.stanreg | In-sample or out-of-sample predictive errors |
| predictive_interval.stanreg | Predictive intervals |
| predict.stanreg | Predict method for stanreg objects |
| print.stanreg | Print method for stanreg objects |
| print.survfit.stanjm | Generic print method for 'survfit.stanjm' objects |
| priors | Prior distributions and options |
| prior_summary.stanreg | Summarize the priors used for an rstanarm model |
| ps_check | Graphical checks of the estimated survival function |
| QR-argument | The 'QR' argument |
| reexports | Objects exported from other packages |
| rstanarm-datasets | Datasets for rstanarm examples |
| rstanarm-deprecated | Deprecated functions |
| rstanarm-package | Applied Regression Modeling via RStan |
| se | Extract standard errors |
| stan_betareg | Bayesian beta regression models via Stan |
| stan_biglm | Bayesian regularized linear but big models via Stan |
| stan_clogit | Conditional logistic (clogit) regression models via Stan |
| stan_gamm4 | Bayesian generalized linear additive models with optional... |
| stan_glm | Bayesian generalized linear models via Stan |
| stan_glmer | Bayesian generalized linear models with group-specific terms... |
| stan_jm | Bayesian joint longitudinal and time-to-event models via Stan |
| stan_lm | Bayesian regularized linear models via Stan |
| stan_mvmer | Bayesian multivariate generalized linear models with... |
| stanmvreg-methods | Methods for stanmvreg objects |
| stan_nlmer | Bayesian nonlinear models with group-specific terms via Stan |
| stan_polr | Bayesian ordinal regression models via Stan |
| stanreg-draws-formats | Create a 'draws' object from a 'stanreg' object |
| stanreg_list | Create lists of fitted model objects, combine them, or append... |
| stanreg-methods | Methods for stanreg objects |
| stanreg-objects | Fitted model objects |
| summary.stanreg | Summary method for stanreg objects |
| terms.stanmvreg | terms method for stanmvreg objects |
| terms.stanreg | terms method for stanreg objects |
