Sparse Logistic Regression for Diagnosis of Liver Fibrosis in Rat by Using SCAD-Penalized Likelihood

Table 5

List of variable selection results.

SLDA	SLR-LASSO	SLR-SCAD
Hydroxyproline	Hydroxyproline	Hydroxyproline
I collagen	LN	LN
Hyaluronan	IV	—
—	Hyaluronan	—