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 |