Penalized Regression Models with Overlapping Grouped Covariates

Documentation for package ‘grpregOverlap’ version 2.1-1

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
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