Looking for books about causal discovery

Question

I am new in causal discovery. I am reading papers and other stuff about causal discovery, but couldn't get any good books or good information. Can anyone recommend the best book for causal discovery?

score 7 · Answer 1 · answered Nov 14 '18 at 03:14

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Additionally, you might want to check:

Peters, Janzing and Scholkopf, Elements of Causal Inference.
Spirtes, Glymour and Scheines, Causation, Prediction, and Search

answered Nov 14 '18 at 03:14

Carlos Cinelli

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score 4 · Answer 2 · edited Dec 10 '18 at 07:29

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As far as I know, the two classics are

Judea Pearl. (2000). Causality: Models, Reasoning, and Inference. Cambridge University Press.

Judea Pearl and Dana Mackenzie. (2018). The Book of Why: The New Science of Cause and Effect. Basic Books.

edited Dec 10 '18 at 07:29

Community

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answered Nov 07 '18 at 08:56

Tim

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score 0 · Answer 3 · answered Dec 20 '19 at 16:44

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I found additional books on causal inference. The only one of these that are on the sub-field of causal discovery might be the one that has discovery in the name.

answered Dec 20 '19 at 16:44

Amy

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Looking for books about causal discovery

3 Answers3

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