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Re:Understanding Causality Is the Next Challenge for Machine... by zwaps on Thursday October 29, 2020 @05:20PM (#24936062)
The majority of the books listed in the first link in these comments are about whether and when we can determine causality given observational data - data where the system is perturbed, just not by us (and not as we would ideally like).
Re:Understanding Causality Is the Next Challenge for Machine... by a9h74j on Friday October 30, 2020 @12:13AM (#24939086)
I have not looked at the links, but aren't there people who use Bode plots to estimate direction-of-causality, given time-series data? IIRC there are basic relationships between wide-frequency phase behavior and, e.g., impulse-response functions. There is apparent phase information beyond correlation and ANOVA.