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Weighted Lasso with Data Integration

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Publication:2921172
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DOI10.2202/1544-6115.1703zbMath1296.92017OpenAlexW1578530776WikidataQ30574428 ScholiaQ30574428MaRDI QIDQ2921172

Ingrid K. Glad, Heidi Lyng, Linn Cecilie Bergersen

Publication date: 7 October 2014

Published in: Statistical Applications in Genetics and Molecular Biology (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10852/37198

zbMATH Keywords

predictiondata integrationvariable selectiongene expressionspenalized regressionlassoadaptive lassohead and neck cancer\(p\gg n\)cervix cancercopy number alterationsweighted lasso


Mathematics Subject Classification ID

General biostatistics (92B15)


Related Items

Feature-Weighted Elastic Net: Using "Features of Features" for Better Prediction, Learning from a lot: Empirical Bayes for high‐dimensional model‐based prediction, Sparse classification with paired covariates, Statistical Corrections of Invalid Correlation Matrices



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