# Structural Modeling by using Overlapped Group Penalty

## Documentation for package ‘smog’ version 2.1.0

- DESCRIPTION file.

## Help Pages

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.cv.cglasso | plot method for objects of 'cv.cglasso' class
plot.cv.smog | plot method for objects of 'cv.smog' class
plot.smog | plot method for objects of 'smog' class
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