https://github.com/tillahoffmann/reference-models

https://github.com/tillahoffmann/reference-models

Last synced: 27 days ago
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• Host: GitHub
• URL: https://github.com/tillahoffmann/reference-models
• Owner: tillahoffmann
• Created: 2023-08-22T23:35:19.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-10-05T21:28:25.000Z (about 1 year ago)
• Last Synced: 2024-03-23T13:31:23.579Z (8 months ago)
• Language: Python
• Size: 309 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 3
• Metadata Files:
  • Readme: README.md

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README

        
# Reference Models [![Build Status](https://github.com/tillahoffmann/reference-models/actions/workflows/main.yml/badge.svg)](https://github.com/tillahoffmann/reference-models/actions/workflows/main.yml) [![Documentation Status](https://readthedocs.org/projects/reference-models/badge/?version=latest)](https://reference-models.readthedocs.io/en/latest/?badge=latest)

Reference implementation of Bayesian models in Stan with tested data from:

- `bda3`: {doc}`docs/bda3` (3rd edition, ISBN 978-1439840955, [link](http://www.stat.columbia.edu/~gelman/book/)) by Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, and Donald B. Rubin.

- `arm`: {doc}`docs/arm` (ISBN 978-0521867061, [link](http://www.stat.columbia.edu/~gelman/arm/)) by Andrew Gelman and Jennifer Hill.

- `rethinking`: {doc}`docs/rethinking` (2nd edition, ISBN 978-0367139919, [link](https://xcelab.net/rm/statistical-rethinking/)) by Richard McElreath.

- `misc`: {doc}`docs/misc`, e.g., from papers, blog posts, or the [Stan forums](https://discourse.mc-stan.org).

```{toctree}

:hidden:

docs/arm

docs/bda3

docs/misc

docs/rethinking

docs/data

```