E. Mammen

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20052025

most citedNonparametric Estimation of an Additive Model With a Link Function

148 citations · 758 across the 35 of their papers we have counts for

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Showing 2016 · math.STShow all

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math.ST2016

Statistical inference in sparse high-dimensional additive models

Karl Gregory, Enno Mammen, Martin Wahl

In this paper we discuss the estimation of a nonparametric component $f_{1}$ of a nonparametric additive model $Y = f_{1} (X_{1}) + ... + f_{q} (X_{q}) + ε$ . We allow the number $q$ of additive c…