Robust double machine learning model with application to omics data

Abstract Background Recently, there has been a growing interest in combining causal inference with machine learning algorithms. Double machine learning model (DML), as an implementation of this combination, has received widespread attention for their expertise in estimating causal effects within hig...

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Bibliographic Details
Main Authors: Xuqing Wang, Yahang Liu, Guoyou Qin, Yongfu Yu
Format: Article
Language:English
Published: BMC 2024-11-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-024-05975-4
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