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Install
install.packages('rstanarm')
Monthly Downloads
15,641
Version
2.17.4
License
GPL (>= 3)
Homepage
http://discourse.mc-stan.org
Maintainer
Ben Goodrich
Last Published
April 13th, 2018
Functions in rstanarm (2.17.4)
Search functions
example_jm
Example joint longitudinal and time-to-event model
family.stanreg
family method for stanreg objects
posterior_linpred.stanreg
Posterior distribution of the linear predictor
adapt_delta
Target average acceptance probability
prior_summary.stanreg
Summarize the priors used for an rstanarm model
rstanarm-datasets
Datasets for rstanarm examples
rstanarm-deprecated
Deprecated functions
model.frame.stanmvreg
model.frame method for stanmvreg objects
formula.stanreg
formula method for stanreg objects
model.frame.stanreg
model.frame method for stanreg objects
pairs.stanreg
Pairs method for stanreg objects
priors
Prior distributions and options
available-algorithms
Estimation algorithms available for
rstanarm
models
get_y
Extract X, Y or Z from a stanreg object
as.matrix.stanreg
Extract the posterior sample
posterior_predict.stanreg
Draw from posterior predictive distribution
loo.stanreg
Information criteria and cross-validation
loo_predict.stanreg
Compute weighted expectations using LOO
plot.predict.stanjm
Plot the estimated subject-specific or marginal longitudinal trajectory
posterior_survfit
Estimate subject-specific or standardised survival probabilities
predict.stanreg
Predict method for stanreg objects
predictive_error.stanreg
In-sample or out-of-sample predictive errors
posterior_traj
Estimate the subject-specific or marginal longitudinal trajectory
ps_check
Graphical checks of the estimated survival function
print.stanreg
Print method for stanreg objects
posterior_vs_prior
Juxtapose prior and posterior
predictive_interval.stanreg
Predictive intervals
print.survfit.stanjm
Generic print method for
survfit.stanjm
objects
reexports
Objects exported from other packages
stanreg-methods
Methods for stanreg objects
stan_biglm
Bayesian regularized linear but big models via Stan
stan_betareg
Bayesian beta regression models via Stan
print.kfold
Various print methods
stanreg-objects
Fitted model objects
stan_clogit
Conditional logistic (clogit) regression models via Stan
stan_gamm4
Bayesian generalized linear additive models with optional group-specific terms via Stan
available-models
Modeling functions available in
rstanarm
stan_glm
Bayesian generalized linear models via Stan
bayes_R2.stanreg
Compute a Bayesian version of R-squared for regression models
model.matrix.stanreg
model.matrix method for stanreg objects
stanreg_list
Create a list of fitted model objects
stan_glmer
Bayesian generalized linear models with group-specific terms via Stan
summary.stanreg
Summary method for stanreg objects
neg_binomial_2
Family function for negative binomial GLMs
terms.stanmvreg
terms method for stanmvreg objects
stan_jm
Bayesian joint longitudinal and time-to-event models via Stan
terms.stanreg
terms method for stanreg objects
stan_aov
Bayesian regularized linear models via Stan
plot.stanreg
Plot method for stanreg objects
plot.survfit.stanjm
Plot the estimated subject-specific or marginal survival function
pp_validate
Model validation via simulation
pp_check.stanreg
Graphical posterior predictive checks
rstanarm-package
Applied Regression Modeling via RStan
se
Extract standard errors
stan_polr
Bayesian ordinal regression models via Stan
stanmvreg-methods
Methods for stanmvreg objects
stan_mvmer
Bayesian multivariate generalized linear models with correlated group-specific terms via Stan
stan_nlmer
Bayesian nonlinear models with group-specific terms via Stan
example_model
Example model
launch_shinystan.stanreg
Using the ShinyStan GUI with rstanarm models
log_lik.stanreg
Pointwise log-likelihood matrix
family.stanmvreg
family method for stanmvreg objects
QR-argument
The
QR
argument
posterior_interval.stanreg
Posterior uncertainty intervals