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An open API service indexing awesome lists of open source software.
awesome-causalinference
A curated list of Causal Inference tutorial, software, twitter, etc.
https://github.com/rmoraffa/awesome-causalinference
Last synced: 3 days ago
JSON representation
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Blog Posts
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part 1 - inference-2-illustrating-interventions-in-a-toy-example/), [part 3](https://www.inference.vc/causal-inference-3-counterfactuals/)
- A Simple Guide to Doubly Robust Estimation
- Mediation Modeling at Uber: Understanding Why Product Changes Work (and Don’t Work)
- Using Causal Inference to Improve the Uber User Experience
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- All the DAGs from Hernan and Robins' Causal Inference Book
- Introducing the do-sampler for causal inference
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
- part1 - medium-com-adamgreenhall-simulating-a-ridesharing-marketplace-36007a8a31f2), [part3](https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-f75a9c4fcf01)
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People
- https://gsppi.berkeley.edu/avi-feller/
- https://imbens.people.stanford.edu/
- http://bayes.cs.ucla.edu/jp_home.html
- https://suchisaria.jhu.edu/
- https://web.iem.technion.ac.il/en/people/urishalit.html
- https://danielnevo.wordpress.com/
- http://sph.berkeley.edu/ziad-obermeyer-md
- https://www.hsph.harvard.edu/miguel-hernan/
- https://www.hsph.harvard.edu/james-robins/
- http://www.amitsharma.in/
- http://kiciman.org/
- https://causalai.net/
- https://users.ece.utexas.edu/~dimakis/
- https://sites.ualberta.ca/~szepesva/
- https://scholar.harvard.edu/eleanormurray/home
- http://lukekeele.com/
- https://www.cs.jhu.edu/~ilyas/
- http://www.cs.columbia.edu/~blei/
- http://www.alexdamour.com/
- https://gsppi.berkeley.edu/avi-feller/
- http://is.tuebingen.mpg.de/person/bs
- https://hcp.hms.harvard.edu/people/sharon-lise-normand
- https://imbens.people.stanford.edu/
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MOOC's
- Coursera's Causality Crash Course
- Introduction - inference-with-r-experiments/), [Regression](https://online.duke.edu/course/causal-inference-with-r-regression/)
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Books
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Technical and white papers
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Confrences
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Toolboxes - Environment
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Comics
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Tutorials
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