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: 6 days 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 (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2021-05-19T14:08:36.000Z (over 3 years ago)
• Last Synced: 2024-10-29T09:18:53.331Z (about 2 months ago)
• Topics: bayesian-inference, causal-effects, estimation
• Language: TeX
• Homepage:
• Size: 208 KB
• Stars: 4
• Watchers: 3
• Forks: 1
• Open Issues: 0
• 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.