An integrative network-based mediation model (NMM) to estimate multiple genetic effects on outcomes mediated by functional connectivity

DOI10.1214/24-AOAS1880MaRDI QIDQ6616367

Heping Zhang, Wei Dai

Publication date: 9 October 2024

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

zbMATH Keywords

mediation analysisbrain connectomeimaging geneticmatrix mediators

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Cites Work

• Statistical challenges of big brain network data
• Spectral regularization algorithms for learning large incomplete matrices
• Mapping the Genetic-Imaging-Clinical Pathway with Applications to Alzheimer’s Disease
• Bayesian network mediation analysis with application to the brain functional connectome

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