Making a connection between causal and statistical estimands

https://github.com/cryptexis/causal_inference/blob/main/collider_fork/collider_fork.ipynb

I will avoid repeating most of the stuff that can be found in other tutorials and books e.g. what is a collider or fork. I will provide useful links when a relevant topic is discussed. Otherwise, I assume that the reader is either familiar with the topic or sufficiently motivated to learn more. Just in case you feel lack of knowledge or context, here is a set of resources I would recommend to consult with: [ Introductory course on Causal Inference, Causal Inference: The MixtapeCausal Inference in Statistics: A Primer, Causality ]

As the first experiment to my writing I…

Vahe Hakobyan

Senior Applied Scientist at Zalando Marketing Services

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