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cv.vennLasso()
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Cross Validation for the vennLasso |
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estimate.hier.sparsity.param()
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function to estimate the hierarchical sparsity parameter for a desired level of sparsity for simulated hierarchical coefficients |
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genHierSparseBeta()
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function to generate coefficient matrix with hierarchical sparsity |
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genHierSparseData()
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function to generate data with hierarchical sparsity |
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logLik(<vennLasso>)
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log likelihood function for fitted vennLasso objects |
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oglasso()
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Overlapping Group Lasso (OGLasso) |
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plot(<cv.vennLasso>) plot(<vennLasso>)
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Plot method for cv.vennLasso fitted objects |
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plotCoefs()
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plotting function to investigate estimated coefficients |
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plotSelections()
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plotting function to investigate hierarchical structure of selection |
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plotVenn()
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plotting function for venn diagrams of overlapping conditions |
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predict(<vennLasso>)
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Prediction for Hierarchical Shared Lasso |
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predict(<cv.vennLasso>)
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Prediction for Cross Validation Hierarchical Lasso Object |
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vennLasso()
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Fitting vennLasso models |