Structural Modeling by using Overlapped Group Penalty


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Documentation for package ‘smog’ version 2.1.0

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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