rstanarm is an R package that emulates other R model-fitting functions but uses Stan (via the rstan package) for the back-end estimation.

18 янв. 2024 г. · rstanarm: Bayesian Applied Regression Modeling via Stan. Estimates previously compiled regression models using the 'rstan' package, ...

This is an R package that emulates other R model-fitting functions but uses Stan (via the rstan package) for the back-end estimation.

RStanArm allows users to specify models via the customary R commands, where Estimation may be carried out with Markov chain Monte Carlo, variational inference, ...

16 янв. 2024 г. · The goal of the rstanarm package is to make Bayesian estimation routine for the most common regression models that applied researchers use. This ...

18 янв. 2024 г. · Description. Estimates previously compiled regression models using the 'rstan' package, which provides the R interface to the Stan C++ library ...

rstanarm: Bayesian Applied Regression Modeling via Stan. GitHub: https://github.com/stan-dev/rstanarm. > library(rstanarm). バージョン: 2.12.1 ...

This self-contained tutorial demonstrates how the R pack- age rstanarm (Gabry & Goodrich, 2017b) can be used to fit single-level and hierarchical regression ...

14 сент. 2024 г. · This vignette describes how to use the tidybayes and ggdist packages to extract and visualize tidy data frames of draws from posterior ...

1 сент. 2021 г. · In this post, we made a simple model using the rstanarm package in R in order to learn about Bayesian regression analysis. We used a dataset ...