Linked Questions

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1answer
71 views

What's the DGP in causal inference?

This question come from this discussion (Under which assumptions a regression can be interpreted causally? ). That discussion touch too arguments and is not possible to speak about all things there. ...
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1answer
66 views

Can causation be inferred when all possible covariates are included in a multiple regression?

Say we were interested in SAT scores for high school students as our dependent variable in a multiple regression. Now, assume we are God and can include literally all relevant covariates in the model (...
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How do DAGs handle statistical interactions in causal inference [duplicate]

After reading this great post on using DAGs for causal inference, I'm wondering how DAGs handle moderator variables that would be modeled using an interaction term in a regression (usually modeled: $Y=...

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