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, Kaie, McGee, Reginald L. II, Nguyen, Nhan, Robeva, Elina, Drton, Mathias
Format: Article
Language:English
Published: De Gruyter 2018
Subjects:
Online Access:https://eprints.nottingham.ac.uk/48026/