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High-dimensional Confounding in Causal Mediation: A Comparison Study of Double Machine Learning and Regularized Partial Correlation Network.

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Bibliographic Details
Title: High-dimensional Confounding in Causal Mediation: A Comparison Study of Double Machine Learning and Regularized Partial Correlation Network.
Authors: CHEN, MING1 talliechen108@gmail.com, NGUYEN, TANYA T.2, LIU, JINYUAN3 jinyuan.liu@vumc.org
Source: Journal of Data Science. Jul2025, Vol. 23 Issue 3, p521-541. 21p.
Database: Academic Search Ultimate
Description
ISSN:1680743X
DOI:10.6339/25-JDS1169