| 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 method for cv.vennLasso fitted objects |
| 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 |