Determinantal Generalizations of Instrumental Variables

Linear structural equation models relate the components of a random vector using linear interdependencies and Gaussian noise. Each such model can be naturally associated with a mixed graph whose vertices correspond to the components of the random vector. The graph contains directed edges that repres...

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Bibliographic Details
Main Authors: Weihs Luca, Robinson Bill, Dufresne Emilie, Kenkel Jennifer, Kubjas Reginald McGee II Kaie, Reginald McGee II, Nguyen Nhan, Robeva Elina, Drton Mathias
Format: Article
Language:English
Published: De Gruyter 2018-03-01
Series:Journal of Causal Inference
Subjects:
Online Access:https://doi.org/10.1515/jci-2017-0009