Penalized Cox Model for High-Dimensional Data with Grouped Predictors


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Documentation for package ‘grpCox’ version 1.0.2

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grpCox-package Penalized Cox Model for High-Dimensional Data with Grouped Predictors
cv.grpCox Cross-validation for grpCox
cv.grpCoxOverlap Cross-validation for grpCoxOverlap
grpCox Fit a penalized Cox model.
grpCoxOverlap Fit a penalized regression path with overlapping grouped covariates.
plot.Coef Plots the coefficient paths
plot.gCoef Plots the coefficient paths with the same color for the covariates in the same group.
plot.llCV Plot the cross-validation curve produced by cv.grpCox or cv.grpCoxOverlap