Description Usage Arguments Value See Also
Penalized MLE procedure used in the cleaning step, an inner function.
1 | PMLE(gram, y, lambda, uu)
|
gram |
the sub gram matrix of the small scale quadratic problem. |
y |
the sub-vector of y.tilde |
lambda |
the tuning parameter of the cleaning step, tied to the sparse level. |
uu |
the tuning parameters of the cleaning step. It has the intuitive interpretation of the minimal signal strength to be detected. |
b |
the estimate of the subvector of beta |
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