ABCD-strategy: Budgeted experimental design for targeted causal structure discovery

© 2019 by the author(s). Determining the causal structure of a set of variables is critical for both scientific inquiry and decision-making. However, this is often challenging in practice due to limited interventional data. Given that randomized experiments are usually expensive to perform, we propo...

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Bibliographic Details
Main Authors: Uhler, Caroline, Agrawal, Raj, Squires, Chandler, Yang, Karren, Shanmugam, Karthikeyan
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: 2021
Online Access:https://hdl.handle.net/1721.1/137070