Integrative interaction analysis using threshold gradient directed regularization

DOI10.1002/asmb.2342zbMath1436.62710OpenAlexW2805672421WikidataQ100726053 ScholiaQ100726053MaRDI QIDQ5213973

Yichen Qin, Mengyun Wu, Yang Li, Shuangge Ma, Rong Li

Publication date: 6 February 2020

Published in: Applied Stochastic Models in Business and Industry (Search for Journal in Brave)

Full work available at URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7565571

zbMATH Keywords

high-dimensional datainteraction analysisintegrative analysisTGDR

Mathematics Subject Classification ID

Applications of statistics to actuarial sciences and financial mathematics (62P05) Paired and multiple comparisons; multiple testing (62J15) Statistical aspects of big data and data science (62R07)

Related Items (2)

Visualization and assessment of model selection uncertainty ⋮ Selection of mixed copula for association modeling with tied observations

Cites Work

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• Merging data from multiple sources: pretest and shrinkage perspectives
• Regularization and Variable Selection Via the Elastic Net
• Integrative Analysis of Cancer Diagnosis Studies with Composite Penalization

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