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)

Bayesian Data Analysis demos for R

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

:ghost: Utilities for analyzing Bayesian models and posterior distributions

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

🐢 bayesAB: Fast Bayesian Methods for A/B Testing

rstanarm R package for Bayesian applied regression modeling

bayesplot R package for plotting Bayesian models

Toolbox for Bayesian Optimization and Model-Based Optimization in R

shinystan R package and ShinyStan GUI

Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely super...

:link: Methods for Correlation Analysis

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

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

An R package for experimental psychologists

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

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

Bayesian comparisons of models using resampled statistics

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

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

Bayesian Optimization of Hyperparameters

Bayesian Hierarchical Modeling for Clustering Single Cell Genomic Data

sentiment is an R package with tools for sentiment analysis including bayesian classifiers for positivity/negativity and emotion classification....

Projection predictive variable selection

Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition

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

The posterior R package

A complete environment for Bayesian inference within R

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

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

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

Database with posteriors of interest for Bayesian inference

Parallelizable Bayesian Optimization in R

CmdStanR: the R interface to CmdStan