Bayesian sparse mediation analysis with targeted penalization of natural indirect effects

DOI10.1111/rssc.12518MaRDI QIDQ6643876

Xiang Zhou, Jian Kang, Sharon L. R. Kardia, Yanyi Song, Belinda L. Needham, Yongmei Liu, Jennifer A. Smith, Min Zhang, John D. Meeker, Wei Zhao, Bhramar Mukherjee, Max T. Aung

Publication date: 27 November 2024

Published in: Journal of the Royal Statistical Society. Series C. Applied Statistics (Search for Journal in Brave)

zbMATH Keywords

Gaussian mixture modelsepigeneticscomposite null hypothesishigh-dimensional mediatorsenvironmental exposure to phthalatespathway Lassoposterior inclusion probabilityproduct threshold Gaussian prior

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

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