February 19, 2023Causal graphs and the back-door criterion - A practical test on deconfounding
I read into causal inference recently and since I didn’t really have a use-case for it right now, I played around with some data and some causal graphs. In this article, I looked at some causal graphs from the “Book of Why” Chapter 4 by Judea Pearl and Dana Mackenzie and created simulated data based of them.
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![Causal graphs and the back-door criterion - A practical test on deconfounding](https://d33wubrfki0l68.cloudfront.net/d4ccaa8c249f4b965d72738002cf166c2feb4c1b/83d04/images/causal-graphs-and-deconfounding_files/example2_small.png)
I read into causal inference recently and since I didn’t really have a use-case for it right now, I played around with some data and some causal graphs. In this article, I looked at some causal graphs from the “Book of Why” Chapter 4 by Judea Pearl and Dana Mackenzie and created simulated data based of them.
Read more