Articles with "model sparsity" as a keyword



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Promoting similarity of model sparsity structures in integrative analysis of cancer genetic data.

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Published in 2017 at "Statistics in medicine"

DOI: 10.1002/sim.7138

Abstract: In profiling studies, the analysis of a single dataset often leads to unsatisfactory results because of the small sample size. Multi-dataset analysis utilizes information of multiple independent datasets and outperforms single-dataset analysis. Among the available… read more here.

Keywords: integrative analysis; similarity model; similarity; analysis ... See more keywords