Articles

Getting Started

These vignettes provide a preliminary introduction to rstanarm and discuss the prior distributions available.

How to Use the rstanarm Package

Prior Distributions for rstanarm Models

Modeling functions

These vignettes provide instructions on how to use the modeling functions in rstanarm.

Estimating Generalized Linear Models for Binary and Binomial Data with rstanarm

Estimating Generalized Linear Models for Count Data with rstanarm

Estimating Generalized Linear Models for Continuous Data with rstanarm

Estimating ANOVA Models with rstanarm

Estimating Regularized Linear Models with rstanarm

Modeling Rates/Proportions using Beta Regression with rstanarm

Estimating Ordinal Regression Models with rstanarm

Estimating Generalized (Non-)Linear Models with Group-Specific Terms with rstanarm

Estimating Joint Models for Longitudinal and Time-to-Event Data with rstanarm

Additional tutorials on specific modeling techniques and applications

These vignettes provide additional tutorials on using rstanarm for specific purposes once you are comfortable using the package in general.

MRP with rstanarm

Hierarchical Partial Pooling for Repeated Binary Trials

Probabilistic A/B Testing with rstanarm