rstanarm 2.21.1
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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

Developed by Jonah Gabry, Ben Goodrich.

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