Articles with "fitted sparse" as a keyword



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A Fitted Sparse-Group Lasso for Genome-Based Evaluations

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Published in 2022 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"

DOI: 10.1109/tcbb.2022.3156805

Abstract: In life sciences, high-throughput techniques typically lead to high-dimensional data and often the number of covariates is much larger than the number of observations. This inherently comes with multicollinearity challenging a statistical analysis in a… read more here.

Keywords: group lasso; lasso genome; genome based; group ... See more keywords