Top R Frameworks & Libraries for bayesian

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

Bayesian analysis + tidy data + geoms (R package)

:scroll: :tada: Automated reporting of objects in R

Bayesian Data Analysis demos for R

:ghost: Utilities for analyzing Bayesian models and posterior distributions

bayesplot R package for plotting Bayesian models

Inside every classical test there is a Bayesian model trying to get out.

rstanarm R package for Bayesian applied regression modeling

:link: Methods for Correlation Analysis

🐢 bayesAB: Fast Bayesian Methods for A/B Testing

shinystan R package and ShinyStan GUI

Toolbox for Bayesian Optimization and Model-Based Optimization in R

Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the model...

The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.

An R package for experimental psychologists

BayesFactor R package for Bayesian data analysis with common statistical models.

John K. Kruschke's Doing Bayesian Data Analysis: A Tutorial with R and BUGS

The posterior R package

Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference

Bayesian comparisons of models using resampled statistics

Bayesian Hierarchical Modeling for Clustering Single Cell Genomic Data

Projection predictive variable selection

Who Are You? Bayesian Prediction of Racial Category Using Surname and Geolocation

General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics

CmdStanR: the R interface to CmdStan

Code used in my blog "Blend it like a Bayesian!"

Bayesian Optimization of Hyperparameters

HMM-integrated Bayesian approach for detecting CNV and LOH events from single-cell RNA-seq data

A complete environment for Bayesian inference within R

BASiCS: Bayesian Analysis of Single-Cell Sequencing Data. This is an unstable experimental version. Please see http://bioconductor.org/packages/BASiCS/ for the off...

Parallelizable Bayesian Optimization in R

loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)...