118 citations
- Technische Universität BerlinDE26 papers
- Humboldt-Universität zu BerlinDE16 papers
- Centre National de la Recherche ScientifiqueFR12 papers
- Technische Universität BraunschweigDE9 papers
- Freie Universität BerlinDE7 papers
- University of PaviaIT7 papers
- University of StuttgartDE7 papers
- Zuse Institute BerlinDE7 papers
- Forschungsverbund BerlinDE6 papers
- Technical University of MunichDE6 papers
- University of MünsterDE6 papers
- University of PotsdamDE6 papers
Showing 2007 · math.STShow all
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math.ST2007★ 36 cited
Spatial aggregation of local likelihood estimates with applications to classification
Denis Belomestny, Vladimir Spokoiny
This paper presents a new method for spatially adaptive local (constant) likelihood estimation which applies to a broad class of nonparametric models, including the Gaussian, Poiss…
math.ST2007★ 38 cited
A new algorithm for estimating the effective dimension-reduction subspace
Arnak Dalalyan, Anatoly Juditsky, Vladimir Spokoiny
The statistical problem of estimating the effective dimension-reduction (EDR) subspace in the multi-index regression model with deterministic design and additive noise is considere…