Structural Modeling by using Overlapped Group Penalty

Documentation for package ‘smog’ version 2.0

cv.smog	Cross-valiation for smog
glog	Generalized linear model constraint on hierarchical structure by using overlapped group penalty
penalty	Penalty function on the composite L2, L2-Square, and L1 penalties
plot.smog	plot method for objects of the class smog
predict.smog	predict method for objects of the class smog
prox	Composite proximal operator based on L2, L2-Square, and L1 penalties
proxL1	L1 proximal operator
proxL2	L2 proximal operator
sim_rct_biomarker	Simulate a randomized clinical trial with biomarkers
smog.default	Generalized linear model constraint on hierarchical structure by using overlapped group penalty
smog.formula	Generalized linear model constraint on hierarchical structure by using overlapped group penalty