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. 2023 Aug 16;9:e1522. doi: 10.7717/peerj-cs.1522

Table 4. Coefficient estimation accuracy (cor=0.6; m = 300).

n:p =2500:50 n:p =40:50
Regression method Coefficient estimate error Coefficient estimate error
Elastic-Net 0.0135 0.474
Lasso 0.0162 0.210
SCAD 0.0121 0.147
Adaptive-Lasso 0.0134 0.288