Identifying gene-environment interactions incorporating prior information

DOI10.1002/SIM.8064zbMATH Open1545.62632MaRDI QIDQ6625985

Xiao-Yan Wang, Shuangge Ma, Yonghong Xu

Publication date: 28 October 2024

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

zbMATH Keywords

quasi-likelihoodprior informationG-E interactionpenalized joint analysis

Mathematics Subject Classification ID

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

Cites Work

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• Nearly unbiased variable selection under minimax concave penalty
• A lasso for hierarchical interactions
• Genotype-based association models of complex diseases to detect gene-gene and gene-environment interactions
• Extended Bayesian information criteria for model selection with large model spaces
• Variable selection for binary spatial regression: Penalized quasi‐likelihood approach
• Integrative analysis of `-omics' data using penalty functions

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