L. Meier

most citedLeast angle and

ℓ_{1}

penalized regression: A review

196 citations · 268 across the 3 of their papers we have counts for

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2 papers · 1 filter

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 $ℓ_{1}$ -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 $ℓ_{1}$ -pena…

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

Smoothing ℓ1​-penalized estimators for high-dimensional time-course data

Smoothing $ℓ_{1}$ -penalized estimators for high-dimensional time-course data