https://github.com/statisticalrethinkingjulia/dynamichmcmodels.jl
DynamicHMC versions of StatisticalRethinking models
https://github.com/statisticalrethinkingjulia/dynamichmcmodels.jl
dynamichmc julia-package mcmc statistical-rethinking
Last synced: 4 months ago
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DynamicHMC versions of StatisticalRethinking models
- Host: GitHub
- URL: https://github.com/statisticalrethinkingjulia/dynamichmcmodels.jl
- Owner: StatisticalRethinkingJulia
- License: mit
- Created: 2019-02-03T17:41:53.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2023-07-31T19:01:46.000Z (almost 3 years ago)
- Last Synced: 2025-11-23T07:19:21.323Z (7 months ago)
- Topics: dynamichmc, julia-package, mcmc, statistical-rethinking
- Language: Julia
- Homepage:
- Size: 499 MB
- Stars: 18
- Watchers: 2
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
Awesome Lists containing this project
README
# DynamicHMCModels
| **Project Status** | **Build Status** |
|:---------------------------:|:-----------------:|
|![][project-status-img] | ![][CI-build] |
[CI-build]: https://github.com/statisticalrethinkingjulia/DynamicHMCModels.jl/workflows/CI/badge.svg?branch=master
[issues-url]: https://github.com/StatisticalRethinkingJulia/DynamicHMCModels.jl/issues
[project-status-img]: https://img.shields.io/badge/lifecycle-wip-orange.svg
## Introduction
This package contains Julia versions of the mcmc models contained in the R package "rethinking" associated with the book [Statistical Rethinking](https://xcelab.net/rm/statistical-rethinking/) by Richard McElreath. It is part of the [StatisticalRethinkingJulia](https://github.com/StatisticalRethinkingJulia) Github organization of packages.
This package implements the models using [DynamicHMC](https://github.com/tpapp/DynamicHMC.jl).
## Note
Converted to DynamicHMC 3.0.
This is a breaking change for many reasons. E.g., DynamicHMC.jl and related packages have been improved, MonteCarloMeasurements.jl (used for quick summaries) has been replaced by RegressionAndOtherStories.jl, MCMCChains.jl has been dropped (I would like to use InferenceObjects.jl as a replacement) and all models will be demonstrated using Pluto.
Note that after `using DynamicHMCModels` most dependencies are available with 2 exceptions: BenchmarkTools and RegressionAndOtherStories.
## Acknowledgements
Tamas Papp has been very helpful during the development of the DynamicHMC versions of the models.
## Questions and issues
Questions and contributions are very welcome, as are feature requests and suggestions. Please open an [issue][issues-url] if you encounter any problems or have a question.