Bayesian Applied Regression Modeling via Stan

Vignettes

- Package overview
- Estimating ANOVA Models with rstanarm
- Estimating Generalized Linear Models for Binary and Binomial Data with rstanarm
- Estimating Generalized Linear Models for Continuous Data with rstanarm
- Estimating Generalized Linear Models for Count Data 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
- Estimating Ordinal Regression Models with rstanarm
- Estimating Regularized Linear Models with rstanarm
- Hierarchical Partial Pooling for Repeated Binary Trials
- How to Use the rstanarm Package
- Modeling Rates/Proportions using Beta Regression with rstanarm
- MRP in rstanarm
- Prior Distributions for rstanarm Models

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**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**Browse all...**

Related packages

View source: R/stanreg-methods.R

terms method for stanreg objects

1 2 |

`x, fixed.only, random.only, ...` |
See lme4:::terms.merMod. |

Package overview
Estimating ANOVA Models with rstanarm
Estimating Generalized Linear Models for Binary and Binomial Data with rstanarm
Estimating Generalized Linear Models for Continuous Data with rstanarm
Estimating Generalized Linear Models for Count Data 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
Estimating Ordinal Regression Models with rstanarm
Estimating Regularized Linear Models with rstanarm
Hierarchical Partial Pooling for Repeated Binary Trials
How to Use the rstanarm Package
Modeling Rates/Proportions using Beta Regression with rstanarm
MRP in rstanarm
Prior Distributions for rstanarm Models

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