Including network knowledge into Cox regression models for biomarker signature discovery

DOI10.1002/bimj.201300035zbMath1441.62350OpenAlexW2126038748WikidataQ46989285 ScholiaQ46989285MaRDI QIDQ5416420

Holger Fröhlich

Publication date: 20 May 2014

Published in: Biometrical Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/bimj.201300035

zbMATH Keywords

Cox regressionbiomarkernetwork informationgene signature

Mathematics Subject Classification ID

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

Uses Software

• Bioconductor
• KEGGgraph
• EGO
• glmnet
• BioNet
• Pathway Commons

Cites Work

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• The Adaptive Lasso and Its Oracle Properties
• Efficient global optimization of expensive black-box functions
• High-Dimensional Cox Models: The Choice of Penalty as Part of the Model Building Process
• L₁Penalized Estimation in the Cox Proportional Hazards Model
• Analysis of Survival Data under the Proportional Hazards Model
• 10.1162/153244303322753616

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