Causal bounds and instruments

Instrumental variables have proven useful, in particular within the social sciences and economics, for making inference about the causal effect of a random variable, B, on another random variable, C, in the presence of unobserved confounders. In the case where relationships are linear, causal effect...

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Bibliographic Details
Main Author: Ramsahai, R
Format: Journal article
Language:English
Published: Association for Uncertainty in Artificial Intelligence (AUAI) Press 2007
Subjects: