Determinantal generalizations of instrumental variables

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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:	trek separation; half-trek criterion; structural equation models; identifiability generic identifiability
Online Access:	https://eprints.nottingham.ac.uk/48026/

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