https://avehtari.github.io/BDA_course_Aalto/

Bayesian Data Analysis course at Aalto
https://avehtari.github.io/BDA_course_Aalto/

bayes bayesian bayesian-data-analysis bayesian-inference bayesian-methods bayesian-workflow

Last synced: 29 days ago
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Bayesian Data Analysis course at Aalto

• Host: GitHub
• URL: https://avehtari.github.io/BDA_course_Aalto/
• Owner: avehtari
• Created: 2018-09-07T14:11:11.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2024-11-11T19:26:21.000Z (about 1 month ago)
• Last Synced: 2024-11-11T19:37:37.795Z (about 1 month ago)
• Topics: bayes, bayesian, bayesian-data-analysis, bayesian-inference, bayesian-methods, bayesian-workflow
• Language: TeX
• Homepage: https://avehtari.github.io/BDA_course_Aalto/
• Size: 429 MB
• Stars: 2,164
• Watchers: 66
• Forks: 556
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
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# Bayesian Data Analysis course material

This repository has course material for Bayesian Data Analysis course at Aalto (CS-E5710). See [the course web pages for more information](https://avehtari.github.io/BDA_course_Aalto/).

The course material in the repo can be used in other courses. Text and videos licensed under CC-BY-NC 4.0. Code licensed under BSD-3.

[The electronic version of the course book

Bayesian Data Analysis, 3rd ed, by Andrew Gelman, John Carlin, Hal

Stern, David Dunson, Aki Vehtari, and Donald Rubin](https://users.aalto.fi/~ave/BDA3.pdf) is available for non-commercial purposes. Hard copies are available from [the publisher](https://www.crcpress.com/Bayesian-Data-Analysis/Gelman-Carlin-Stern-Dunson-Vehtari-Rubin/p/book/9781439840955) and many book stores.

See also [home page for the

book](http://www.stat.columbia.edu/~gelman/book/), [errata for the

book](http://www.stat.columbia.edu/~gelman/book/errata_bda3.txt), and [chapter_notes](chapter_notes).

The material will be updated during the course. Exercise instructions and slides will be updated at latest on Monday of the corresponding week. The best way to stay updated is to clone the repo and pull before checking new material. If you don't want to learn git and can't find the Download ZIP link, click [here](https://github.com/avehtari/BDA_course_Aalto/archive/master.zip).

## Acknowledgements

The course material has been greatly improved by the previous and

current course assistants (in alphabetical order): Michael Riis

Andersen, Paul Bürkner, Akash Daka, Alejandro Catalina, Kunal Ghosh,

Meenal Jhajharia, Andrew Johnson, Noa Kallioinen, Joona Karjalainen,

David Kohns, Juho Kokkala, Leevi Lindgren, Yann McLatchie, Måns

Magnusson, Anton Mallasto, Janne Ojanen, Topi Paananen, Markus

Paasiniemi, Juho Piironen, Anna Riha, Jaakko Riihimäki, Niko Siccha,

Eero Siivola, Tuomas Sivula, Teemu Säilynoja, Jarno Vanhatalo.