Description Usage Arguments Value See Also Examples
CleaningStep performs the cleaning step of the graphlet screening
1  CleaningStep(survivor, y.tilde, gram, lambda, uu)

survivor 
the result of the screening step, a logical vector. 
y.tilde 
X'y, where X and y are the predictor matrix and the reponse vector. 
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 
1  ##See the demoGs.r

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