Testability of Instrumental Variables in Linear Non-Gaussian Acyclic Causal Models

Testability of Instrumental Variables in Linear Non-Gaussian Acyclic Causal Models

This paper investigates the problem of selecting instrumental variables relative to a target causal influence <inline-formula><math display="inline"><semantics><mrow><mi>X</mi><mo>→</mo><mi>Y</mi></mrow></semantics><...

Full description

Bibliographic Details
Main Authors: Feng Xie, Yangbo He, Zhi Geng, Zhengming Chen, Ru Hou, Kun Zhang
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Entropy
Subjects:
instrumental variable
causal graph
non-Gaussianity
causal discovery
Online Access:https://www.mdpi.com/1099-4300/24/4/512

Internet

https://www.mdpi.com/1099-4300/24/4/512

Similar Items