Table 4.

Comparison between Group Lasso and Lasso in the prediction performance on quantitative (Q), binary (B) and survival (S) phenotypes

	Group Lasso	Lasso
Height (Q)	0.59495	0.59385
LDL cholesterol (Q)	0.13207	0.13390
High cholesterol (B)	0.70421	0.70690
Asthma (B)	0.56523	0.56296
Alzheimer (S)	0.71559	0.71633
hypothyroidism (S)	0.70587	0.70211

Here, the grouping are defined by variants in the same gene.