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NONPARAMETRIC ESTIMATION OF MULTIVARIATE CONVEX-TRANSFORMED DENSITIES
We study estimation of multivariate densities p of the form p(x) = h(g(x)) for x ∈ ℝ(d) and for a fixed monotone function h and an unknown convex function g. The canonical example is h(y) = e(−y) for y ∈ ℝ; in this case, the resulting class of densities [Formula: see text] is well known as the class...
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| Auteurs principaux: | , |
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| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
2010
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3058562/ https://ncbi.nlm.nih.gov/pubmed/21423877 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/10-AOS840 |
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