Seagull: lasso, group lasso and sparse-group lasso regularization for linear regression models via proximal gradient descent

Klosa, J; Simon, N; Westermark, PO; Liebscher, V; Wittenburg, D

Wittenburg, D (corresponding author), Leibniz Inst Farm Anim Biol, Inst Genet & Biometry, D-18196 Dummerstorf, Germany.

BMC BIOINFORMATICS, 2020; 21 (1):

Abstract

Background Statistical analyses of biological problems in life sciences often lead to high-dimensional linear models. To solve the corresponding syste......

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