All functions

cv.vennLasso()

Cross Validation for the vennLasso

estimate.hier.sparsity.param()

function to estimate the hierarchical sparsity parameter for a desired level of sparsity for simulated hierarchical coefficients

genHierSparseBeta()

function to generate coefficient matrix with hierarchical sparsity

genHierSparseData()

function to generate data with hierarchical sparsity

logLik(<vennLasso>)

log likelihood function for fitted vennLasso objects

oglasso()

Overlapping Group Lasso (OGLasso)

plot(<cv.vennLasso>) plot(<vennLasso>)

Plot method for cv.vennLasso fitted objects

plotCoefs()

plotting function to investigate estimated coefficients

plotSelections()

plotting function to investigate hierarchical structure of selection

plotVenn()

plotting function for venn diagrams of overlapping conditions

predict(<cv.vennLasso>)

Prediction for Cross Validation Hierarchical Lasso Object

predict(<vennLasso>)

Prediction for Hierarchical Shared Lasso

vennLasso()

Fitting vennLasso models