Causal Modeling Learning Resources

I found causal modeling hard to get into after reading Pearl’s book, so I started collecting resources.

This list is updated whenever I find something new. They are not what I recommend unless specified because I may have not used it.

If you have not heard of causal modeling, I recommend starting with Judea Pearl’s popular science book The Book of Why.

The Amazon links for books in this list are affiliate links.

Software packages


Blog posts

Books & Notes


Written on August 12, 2019