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The Top 23 R Package Bayesian Inference Open Source Projects

Open source projects categorized as R Package Bayesian Inference
Categories > Machine Learning > Bayesian Inference
Categories > Package Managers > R Package
Brms ⭐ 1,198
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
dependent packages 50total releases 59most recent commit 3 months ago
Rstan ⭐ 983
RStan, the R interface to Stan
most recent commit 3 months ago
Rstanarm ⭐ 371
rstanarm R package for Bayesian applied regression modeling
most recent commit 4 months ago
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9most recent commit 2 years ago
Loo ⭐ 140
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 74total releases 18most recent commit 2 months ago
Projpred ⭐ 106
Projection predictive variable selection
dependent packages 2total releases 22most recent commit 3 months ago
Dirichletprocess ⭐ 53
Build dirichletprocess objects for data analysis
dependent packages 2total releases 9most recent commit 8 months ago
Geostan ⭐ 48
Bayesian spatial analysis
total releases 8most recent commit 5 months ago
Bas ⭐ 41
BAS R package https://merliseclyde.github.io/BAS/
most recent commit 4 months ago
Babette ⭐ 40
babette is an R package to work with BEAST2
most recent commit 7 months ago
Netbid ⭐ 28
Data-driven Network-based Bayesian Inference of Drivers
most recent commit a year ago
Bvartools ⭐ 27
Functions for Bayesian inference of vector autoregressive and vector error correction models
most recent commit 3 months ago
Lgpr ⭐ 24
R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for inferring covariate effects and assessing covariate relevances. Various models can be specified using a convenient formula syntax.
total releases 5most recent commit 7 months ago
Brmstools ⭐ 22
Helper functions for brmsfit objects (DEPRECATED)
most recent commit 5 years ago
Summer ⭐ 22
SAE Unit/area Models and Methods for Estimation in R
total releases 10most recent commit 4 months ago
Dynamite ⭐ 19
Bayesian Inference of Complex Panel Data
most recent commit 3 months ago
Riskyr ⭐ 18
A toolbox for rendering risk literacy more transparent
total releases 2most recent commit 3 months ago
Fmcmc ⭐ 13
A friendly MCMC framework
dependent packages 1total releases 5most recent commit 7 months ago
Bdrc ⭐ 7
Fits a discharge rating curve based on the power-law and the generalized power-law from data on paired water elevation and discharge measurements in a given river using a Bayesian hierarchical model as described in Hrafnkelsson et al. (2022)
total releases 2most recent commit a year ago
Shinybrms ⭐ 7
An R package providing a GUI ('shiny' app) for the R package 'brms'.
total releases 10most recent commit a year ago
Bayesian Bricks ⭐ 6
Basic building blocks in Bayesian statistics.
total releases 4most recent commit 3 years ago
Fitr ⭐ 6
Functions for model fitting and inference
most recent commit 10 months ago
Bcda ⭐ 6
This R package is a set of tools for Bayesian analysis of categorical data, specifically 2×2 contingency tables.
most recent commit 3 years ago
The 6 Most Depended On R Package Bayesian Inference Open Source Projects
Loo ⭐ 140
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 74total releases 18latest release March 31, 2023most recent commit 2 months ago
Brms ⭐ 1,198
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
dependent packages 50total releases 59latest release September 25, 2023most recent commit 3 months ago
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9latest release March 03, 2022most recent commit 2 years ago
Dirichletprocess ⭐ 53
Build dirichletprocess objects for data analysis
dependent packages 2total releases 9latest release August 25, 2023most recent commit 8 months ago
Projpred ⭐ 106
Projection predictive variable selection
dependent packages 2total releases 22latest release September 30, 2023most recent commit 3 months ago
Fmcmc ⭐ 13
A friendly MCMC framework
dependent packages 1total releases 5latest release January 14, 2022most recent commit 7 months ago
The 10 Latest Releases In R Package Bayesian Inference Open Source Projects
Geostan ⭐ 48
Bayesian spatial analysis
total releases 8latest release November 24, 2023most recent commit 5 months ago
Projpred ⭐ 106
Projection predictive variable selection
dependent packages 2total releases 22latest release September 30, 2023most recent commit 3 months ago
Brms ⭐ 1,198
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
dependent packages 50total releases 59latest release September 25, 2023most recent commit 3 months ago
Dirichletprocess ⭐ 53
Build dirichletprocess objects for data analysis
dependent packages 2total releases 9latest release August 25, 2023most recent commit 8 months ago
Multilevelcoda ⭐ 5
multilevelcoda R package for Bayesian compositional multilevel modelling
total releases 4latest release August 13, 2023most recent commit 6 months ago
Loo ⭐ 140
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 74total releases 18latest release March 31, 2023most recent commit 2 months ago
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9latest release March 03, 2022most recent commit 2 years ago
Summer ⭐ 22
SAE Unit/area Models and Methods for Estimation in R
total releases 10latest release February 14, 2022most recent commit 4 months ago
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