Description Usage Arguments Value Author(s) References Examples
Apply hard-thresholding operator on an input covariance matrix with a tuning parameter.
1 | hard.thresholding(Sigma, c = 0.5)
|
Sigma |
a covariance matrix with dimension |
c |
the default value is 0.5. |
a p*p
covariance matrix after hard-thresholding operation.
Binhuan Wang
Bickel, P and Levina, E, Covariance regularization by thresholding, Annals of Statistics, 36, 2577-2604 (2008).
1 2 3 4 | p <- 5;
Sigma <- AR1(p, rho=0.6);
hard.Sigma<-hard.thresholding(Sigma,c=0.5);
hard.Sigma;
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