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201 search results found

Causalimpact ⭐ 1,484

An R package for causal inference in time series

Easystats ⭐ 987

🌌 The R easystats-project

Visualizations of distributions and uncertainty

📜 🎉 Automated reporting of objects in R

Bda_r_demos ⭐ 538

Bayesian Data Analysis demos for R

Bayestestr ⭐ 531

👻 Utilities for analyzing Bayesian models and posterior distributions

Correlation ⭐ 390

🔗 Methods for Correlation Analysis

Rstanarm ⭐ 371

rstanarm R package for Bayesian applied regression modeling

Bayesian_first_aid ⭐ 292

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

Bayesab ⭐ 278

🐢 bayesAB: Fast Bayesian Methods for A/B Testing

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

Shinystan ⭐ 181

shinystan R package and ShinyStan GUI

Toolbox for Bayesian Optimization and Model-Based Optimization in R

Bayesian Hierarchical Modeling for Clustering Single Cell Genomic Data

Cmdstanr ⭐ 126

CmdStanR: the R interface to CmdStan

Bayesfactor ⭐ 124

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

Sigminer ⭐ 119

🌲 An easy-to-use and scalable toolkit for genomic alteration signature (a.k.a. mutational signature) analysis and visualization in R https://shixiangwang.github.io/sigminer/reference/

Psycho.r ⭐ 110

An R package for experimental psychologists

Projpred ⭐ 106

Projection predictive variable selection

Bayesiannetwork ⭐ 105

Bayesian Network Modeling and Analysis

Bayesiantools ⭐ 103

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

Tidyposterior ⭐ 102

Bayesian comparisons of models using resampled statistics

Parbayesianoptimization ⭐ 88

Parallelizable Bayesian Optimization in R

Laplacesdemon ⭐ 77

A complete environment for Bayesian inference within R

An R package for Bayesian structural equation modeling

Rbayesianoptimization ⭐ 75

Bayesian Optimization of Hyperparameters

Multilevelmod ⭐ 70

Parsnip wrappers for mixed-level and hierarchical models

Bayescog_wien ⭐ 70

Teaching materials for BayesCog at Faculty of Psychology, University of Vienna

Dbda2estan ⭐ 63

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

Bayesian Basics ⭐ 61

🚫 ↩️ A document that introduces Bayesian data analysis.

Bartcause ⭐ 60

Causal Inference using Bayesian Additive Regression Trees

Political Science Computational Laboratory

Bayesian Macroeconometrics in R

Dirichletprocess ⭐ 53

Build dirichletprocess objects for data analysis

Bayes Vis Paper ⭐ 49

'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)

Bayesian network plot for the enrichment analysis results

Companion package for the Coursera Statistics with R specialization

Bayesian spatial analysis

Bayesian Hierarchical Modeling for Clustering Single Cell Genomic Data

Bayesmodels ⭐ 46

The Tidymodels Extension for Bayesian Models

Biogeobears ⭐ 45

BioGeography with Bayesian (and likelihood) Evolutionary Analysis with R Scripts

Priorsense ⭐ 44

priorsense: an R package for prior diagnostics and sensitivity

Learningbayes ⭐ 44

An introduction to Bayesian statistics

Glmmfields ⭐ 44

R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes

R package for Bayesian meta-analysis models, using Stan

A framework for Bayesian mixing models in R:

BAS R package https://merliseclyde.github.io/BAS/

Bayesian ⭐ 41

Bindings for Bayesian TidyModels

Bayesian multilevel mediation models in R

Bayesian Generalized Linear Models with Time-Varying Coefficients

Quant3materials ⭐ 40

PhD course: Quantitative Methods for Political Science III (NYU) -- Recitation Materials

Bayesian Gaussian Graphical Models

Spatialreg ⭐ 40

spatialreg: spatial models estimation and testing

Sparsebn ⭐ 37

Software for learning sparse Bayesian networks

Robust differential composition and variability analysis for single-cell data

shinyBN: An online application for interactive Bayesian network inference and visualization

R package to perform Bayesian Genome-Wide Association Studies

Fit models to data from unmarked animals using Stan. Uses a similar interface to the R package 'unmarked', while providing the advantages of Bayesian inference and allowing estimation of random effects.

A Bayesian radiocarbon chronology model with R

Fastbaps ⭐ 31

A fast approximation to a Dirichlet Process Mixture model (DPM) for clustering genetic data

Risknetwork ⭐ 28

Risk Network Modeling and Analysis

Flexible Bayesian inference of mutational signatures

Functions for phylogenetic analyses

Bayesian Model Averaging for Random and Fixed Effects Meta-Analysis

Statistical Rethinking Solutions ⭐ 26

Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.

Bayeshmm ⭐ 26

Full Bayesian Inference for Hidden Markov Models

Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values

Bayesian Multivariate Time Series Causal Inference ⭐ 26

R code for ''Bayesian method for causal inference in spatially-correlated multivariate time series''

A stable isotope mixing model in R

Bayesian_tutorial ⭐ 25

Tutorial on Bayesian phylogenetic analysis

Latent Dirichlet Allocation coupled with Bayesian Time Series analyses

Bayesian kernel machine regression

Bayesiansocialscience ⭐ 22

사회과학자를 위한 데이터과학 방법론 (코드 저장소)

Covidseir ⭐ 22

Bayesian SEIR model to estimate the effects of social-distancing on COVID-19

Bayes Course ⭐ 22

An introduction to Bayesian data analysis with Stan (a work in progress)

Softbart ⭐ 21

Bayesian_workshop ⭐ 21

Material for a Bayesian statistics workshop

Bayesian demographic estimation and forecasting.

R package for Mixed-Frequency Bayesian VARs

Mf Bavart ⭐ 20

MF-BAVART model introduced in "Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARs"

Functions for Hierarchical Bayesian Estimation: A Flexible Approach

Hierarchical Bayesian Modeling of English Premier League

Bayesian Estimation Supersedes t-Test

Ibis.isdm ⭐ 19

Modelling framework for creating Integrated SDMS

Bayesmallows ⭐ 19

R-package for Bayesian preference learning with the Mallows rank model.

Models By Example ⭐ 19

By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.

Datascience ⭐ 17

My data science projects, in Python and R, about statistical learning and Bayesian inference.

Bayesian Dm Code Examples ⭐ 17

BDM Code examples from Win/OpenBUGS, CARBayes and INLA

Set of Tools to Analyse Bayesian Exponential Random Graph Models

R implementation of VCBART

Bnclassify ⭐ 17

Learning Discrete Bayesian Network Classifiers from Data

Bnstruct ⭐ 16

R package for Bayesian Network Structure Learning

Campaignplanner_v3 ⭐ 16

Shiny demo of A/B test planning and evaluation (improved UI for A/B testing method taught in free video course)

r package for bayesian VARs

BayesVL package for Bayesian statistical analyses in R

Intro_bayesian_causal ⭐ 15

Repository for Introduction to Bayesian Estimation of Causal Effects

Bayesnetbp ⭐ 15

R package for inference in Bayesian networks.

Hybrid Decision Networks in R

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