https://github.com/helske/trapdoor
Estimation of causal effects with small data in the presence of trapdoor variables
https://github.com/helske/trapdoor
bayesian-inference causal-effects estimation
Last synced: about 1 year ago
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Estimation of causal effects with small data in the presence of trapdoor variables
- Host: GitHub
- URL: https://github.com/helske/trapdoor
- Owner: helske
- Created: 2020-03-06T13:16:26.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2021-05-19T14:08:36.000Z (about 5 years ago)
- Last Synced: 2025-02-09T04:26:15.716Z (over 1 year ago)
- Topics: bayesian-inference, causal-effects, estimation
- Language: TeX
- Homepage:
- Size: 208 KB
- Stars: 4
- Watchers: 3
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
## Estimation of causal effects with small data in the presence of trapdoor variables
Materials for the paper *Estimation of causal effects with small data in the presence of trapdoor variables* by Jouni Helske, Santtu Tikka, and Juha Karvanen.
* Paper at JRSS A (open access): http://doi.org/10.1111/rssa.12699
* arXiv preprint: https://arxiv.org/abs/2003.03187
### Repository contents
* `models`: All Stan models used in the paper.
* `codes`: All R codes used in the paper.
* `paper`: LaTex files for the paper.