Individualized causal mediation analysis with continuous treatment using conditional generative adversarial networks

DOI10.1007/s11222-024-10484-8zbMath1545.62065MaRDI QIDQ6606976

Hongwei Yuan, Cheng Huan, Xin-Yuan Song

Publication date: 17 September 2024

Published in: Statistics and Computing (Search for Journal in Brave)

zbMATH Keywords

continuous treatmentcausal mediation analysisdistribution matchingCGANindividualized causal effects

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10)

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