A Bayesian hierarchical variable selection prior for pathway-based GWAS using summary statistics

DOI10.1002/sim.8442zbMATH Open1546.62871MaRDI QIDQ6627488

Lin Zhang, Saonli Basu, Yi Yang

Publication date: 29 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

summary statisticsgroup Lassohierarchical variable selectiongeneralized fused Lassopathway-based GWAS

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

• Incorporating biological information into linear models: a Bayesian approach to the selection of pathways and genes
• Penalized regression, standard errors, and Bayesian Lassos
• The Bayesian Lasso
• Bayesian generalized fused lasso modeling via NEG distribution
• Bayesian hierarchical structured variable selection methods with application to molecular inversion probe studies in breast cancer

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