most citedDiscussion: One-step sparse estimates in nonconcave penalized likelihood models

59 citations

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2 papers

math.ST2008★ 59 cited

Discussion: One-step sparse estimates in nonconcave penalized likelihood models

Peter Bühlmann, Lukas Meier

Discussion of ``One-step sparse estimates in nonconcave penalized likelihood models'' [arXiv:0808.1012]

math.ST2007★ 13 cited

Smoothing -penalized estimators for high-dimensional time-course data

Lukas Meier, Peter Bühlmann

When a series of (related) linear models has to be estimated it is often appropriate to combine the different data-sets to construct more efficient estimators. We use -pena…