https://github.com/n-kall/priordb

PriorDB aims to make choosing a prior for a Bayesian model easier
https://github.com/n-kall/priordb

bayesian brms prior pymc rstanarm stan

Last synced: 2 days ago
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PriorDB aims to make choosing a prior for a Bayesian model easier

• Host: GitHub
• URL: https://github.com/n-kall/priordb
• Owner: n-kall
• Created: 2024-03-19T14:33:07.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-09-17T12:11:50.000Z (about 2 months ago)
• Last Synced: 2024-09-18T10:30:23.529Z (about 2 months ago)
• Topics: bayesian, brms, prior, pymc, rstanarm, stan
• Language: TeX
• Homepage: https://n-kall.github.io/priorDB/
• Size: 493 KB
• Stars: 2
• Watchers: 3
• Forks: 0
• Open Issues: 11
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md

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README

        
# PriorDB

PriorDB aims to make choosing a prior for a Bayesian model easier. As the prior [cannot be understood without the context of the model](https://www.mdpi.com/1099-4300/19/10/555), the first thing to do is choose a model. You can find an HTML version of this repository at [https://n-kall.github.io/priorDB](https://n-kall.github.io/priorDB)

For each model, the parameters requiring priors are listed, as well as recommended defaults and comparisons between them (if they are available). Models are broadly grouped by structure and then categorized by properties of the outcome variable.

## Contributing

We welcome contributions to PriorDB, we rely on contributions from the community to keep the database up-to-date and accurate. For more information on how to contribute, please see the [contribution guidelines](https://github.com/n-kall/priorDB/blob/main/CONTRIBUTING.md).