Group Regression Models for Risk Protein Complex Identification


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Documentation for package ‘PCLassoReg’ version 1.0.0

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classData A dataset for classification
cv.PCLasso Cross-validation for 'PCLasso'
cv.PCLasso2 Cross-validation for 'PCLasso2'
getPCGroups get protein complexes
PCGroups Protein complexes.
PCLasso Protein complex-based group lasso-Cox model
PCLasso2 Protein complex-based group Lasso-logistic model
PCLassoReg Group Regression Models for Risk Protein Complex Identification
plot.cv.PCLasso Plot the cross-validation curve from a 'cv.PCLasso' object
plot.cv.PCLasso2 Plot the cross-validation curve from a 'cv.PCLasso2' object
plot.PCLasso Plot coefficients from a PCLasso object
plot.PCLasso2 Plot coefficients from a PCLasso2 object
predict.cv.PCLasso Make predictions from a cross-validated PCLasso model
predict.cv.PCLasso2 Make predictions from a cross-validated PCLasso2 model
predict.PCLasso Make predictions from a PCLasso model
predict.PCLasso2 Make predictions from a PCLasso2 model
survivalData A dataset for prognostic model