Penalized Regression Models with Overlapping Grouped Covariates

Documentation for package ‘grpregOverlap’ version 2.2-0

grpregOverlap-package	Penalized regression models with overlapping grouped variables.
coef.cv.grpregOverlap	Model predictions based on a fitted object
coef.grpregOverlap	Model predictions based on a fitted object
cv.grpregOverlap	Cross-validation for choosing regularization parameter lambda
cv.grpsurvOverlap	Cross-validation for choosing regularization parameter lambda for Cox models.
expandX	Expand design matrix according to grouping information
grpregOverlap	Fit penalized regression models with overlapping grouped variables
incidenceMatrix	Compute the incidence matrix indicating group memebership
overlapMatrix	Compute a matrix indicating overlaps between groups
pathway.dat	Gene expression and pathway information of p53 cancer cell lines
plot.cv.grpregOverlap	Plots the cross-validation curve from cross-validated object
plot.grpregOverlap	Plot object "grpregOverlap"
predict.cv.grpregOverlap	Model predictions based on a fitted object
predict.grpregOverlap	Model predictions based on a fitted object
predict.grpsurvOverlap	Model predictions based on a fitted 'grpsurvOverlap' object.
print.summary.cv.grpregOverlap	Summarizing inferences based on cross-validation
select	Select an value of lambda along a regularization path
select.grpregOverlap	Select an value of lambda along a regularization path
summary.cv.grpregOverlap	Summarizing inferences based on cross-validation