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Asymptotic Normality of Quadratic Estimators
We prove conditional asymptotic normality of a class of quadratic U-statistics that are dominated by their degenerate second order part and have kernels that change with the number of observations. These statistics arise in the construction of estimators in high-dimensional semi- and non-parametric...
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| Publié dans: | Stoch Process Their Appl |
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| Auteurs principaux: | , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
2016
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5232897/ https://ncbi.nlm.nih.gov/pubmed/28090132 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.spa.2016.04.005 |
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