https://github.com/andrewheiss/closing-backdoors-dags

Use regression, inverse probability weighting, and matching to close confounding backdoors and find causation in observational data
https://github.com/andrewheiss/closing-backdoors-dags

causal-inference dags do-calculus inverse-probability-weights matching

Last synced: 13 days ago
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Use regression, inverse probability weighting, and matching to close confounding backdoors and find causation in observational data

• Host: GitHub
• URL: https://github.com/andrewheiss/closing-backdoors-dags
• Owner: andrewheiss
• Created: 2020-02-25T04:55:19.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-02-27T15:12:31.000Z (almost 5 years ago)
• Last Synced: 2024-04-16T04:25:55.328Z (9 months ago)
• Topics: causal-inference, dags, do-calculus, inverse-probability-weights, matching
• Homepage: https://www.andrewheiss.com/blog/2020/02/25/closing-backdoors-dags/
• Size: 452 KB
• Stars: 11
• Watchers: 5
• Forks: 4
• Open Issues: 0

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