CleaningStep {ScreenClean} | R Documentation |
CleaningStep performs the cleaning step of the graphlet screening
CleaningStep(survivor, y.tilde, gram, lambda, uu)
survivor |
the result of the screening step, a logical vector. |
y.tilde |
|
gram |
the thresholded sparse gram matrix |
lambda |
the tuning parameters of the cleaning step, whose optimal choice is tied to the sparse level. |
uu |
the tuning parameter of the cleaning step; its optimal choice has the intuition of the detected minimal signal strength. |
beta.gs |
the estimated regression coefficient of the graphlet screening, a numeric vector |
##See the demoGs.r