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59 search results found

RStan, the R interface to Stan

Rstanarm ⭐ 341

rstanarm R package for Bayesian applied regression modeling

Statsexpressions ⭐ 295

Tidy data frames and expressions with statistical summaries 📜

Shinystan ⭐ 181

shinystan R package and ShinyStan GUI

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

Bayesiantools ⭐ 97

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

An R package for Bayesian structural equation modeling

Bayescog_wien ⭐ 70

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

Bayesian Basics ⭐ 61

🚫 ↩️ A document that introduces Bayesian data analysis.

Political Science Computational Laboratory

Dirichletprocess ⭐ 48

Build dirichletprocess objects for data analysis

Bayesrules ⭐ 47

📦 R package for Supplemental Materials for the Bayes Rules! Book

Bayesian spatial analysis

Learningbayes ⭐ 44

An introduction to Bayesian statistics

R package for Bayesian meta-analysis models, using Stan

Rstantools ⭐ 41

Tools for Developing R Packages Interfacing with Stan

Bayesf22.classes.andrewheiss.com ⭐ 35

📊 🌐 🧑‍🏫 Website for PhD-level independent readings course on Bayesian statistics with R and Stan, built with Quarto

Statistical Rethinking Solutions ⭐ 26

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

Bayesian_workshop ⭐ 21

Material for a Bayesian statistics workshop

R package to fit statistical models to repeated categorical rating data using Stan

Tutorials ⭐ 16

Underlying code for the online stats training website.

Estatistica Bayesiana ⭐ 14

Disciplina de Estatística Bayesiana da UNINOVE

Luminescence ⭐ 14

Development of the R package 'Luminescence'

Thunderbayesr ⭐ 13

An R Package for Bayesian Nonparametric Clustering

Probabilistic_programming ⭐ 13

Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression discontinuity designs)

Scr Stan ⭐ 11

Spatial capture-recapture models in Stan

Targets Stan ⭐ 11

An example project to validate a Stan model in a targets pipeline

Framework for conducting Bayesian analyses

Chinese Restaurant Process Models for Regression and Clustering. Master branch contains latest stable build.

Bayesian Statistics Project ⭐ 7

Project for the Bayesian Statistics exam at University of Trieste

Bayesian Pape ⭐ 7

Introduction to rstanarm

Shinybrms ⭐ 7

An R package providing a GUI ('shiny' app) for the R package 'brms'.

Bayescog_part1 ⭐ 7

Teaching materials for BayesCog workshop, UKE Hamburg (Part 1).

Bayesian Bricks ⭐ 6

Basic building blocks in Bayesian statistics.

Nowcasting_covid19 ⭐ 6

Bayesian Nowcasting with application to COVID-19 fatalities in Sweden

UBayFS implements the UBayFS feature selection framework, together with an interactive Shiny dashbord.

Goldilocks ⭐ 6

Implement Goldilocks Bayesian adaptive design for time-to-event outcomes using a piecewise exponential distribution.

Carrot Diallel ⭐ 4

Diallel analysis of carrot phenotypes

Poll_tracker ⭐ 4

Replication files for my poll tracking graphics. Note: reuse of any code here requires attribution.

Bayescog_part2 ⭐ 4

Teaching materials for BayesCog workshop, UKE Hamburg (Part 2).

Rmedicine2021 Pipeline ⭐ 4

Example code for a possible talk at R/Medicine 2021 (submitted and under review, accepted talks not yet determined)

Bayesian Statistics Homeworks ⭐ 4

Homeworks from the Bayesian Statistics course of accademic year 2018/2019 at University of Trieste

Bayesian Data Analysis Course ⭐ 4

My notes and work for the Bayesian Data Analysis course taught by Aki Vehtari.

Gpdpquantreg ⭐ 4

R Package. Bayesian and nonparametric quantile regression, using Gaussian Processes to model the trend, and Dirichlet Processes, for the error. Author: Carlos Omar Pardo Gomez.

Stantargets Talk ⭐ 3

Presentation about the {stantargets} R package

Bayesplay ⭐ 3

The Bayesian playground. A package for learning Bayes factors

Minorbsem ⭐ 3

An R package for Bayesian structural equation models that account for the influence of minor factors

Formation doctorale d'introduction à la modélisation statistique bayésienne

Statmodeling ⭐ 3

Workshop Materials "Advanced Bayesian Statistical Modeling in R and Stan "

Parallelized version of the R2WinBUGS library of R

Covid19 Prediction ⭐ 2

COVID 19 state wise + India + International prediction with data visualization and live curve prediction

Bayesian linear model in R

Bis_567_final_project ⭐ 2

Final Project For BIS 567 (Bayesian Statistics)

Npowerprior ⭐ 2

Code for sampling from an approximate normalised power posterior using Stan.

🚄东方快车，🚄一带一路。分析财务产品盈亏报告、购物篮分析

R Learning Resources For Genomics ⭐ 2

A curated collection of free resources to help the aspiring computational biologist learn about the R programming language.

Bayes For Chi ⭐ 2

Data and code for "Researcher-Centered Design of Statistics: Why Bayesian Statistics Better Fit the Culture and Incentives of HCI" (CHI 2016)

Inlatools ⭐ 2

An R package with useful functions to diagnose INLA models

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