Variable Selection for Heterogeneous Populations

---

Documentation for package ‘vennLasso’ version 0.1.6

• DESCRIPTION file.

Help Pages

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