Found in 2 comments on Hacker News
lalaland1125 · 2022-03-31
· Original
thread
It's not free, but https://www.amazon.com/Causal-Inference-Statistics-Biomedica... is another excellent textbook for statistics.
mlthoughts2018 · 2018-09-16
· Original
thread
A good starting point is chapters 9 & 10 from [0]. Then many of the same topics are re-discussed in the second half of the book through the lens of Bayesian hierarchical models.
Another good reference is [1]. Rubin invented a lot of observational data methods for correcting to measure causal effect. Imbens is also a prolific author in this area, and even just googling for propensity model papers from Imbens will leads to many methods and many other papers.
[0]: < http://www.stat.columbia.edu/~gelman/arm/ >
[1]: < https://www.amazon.com/Causal-Inference-Statistics-Biomedica... >
