A nonparametric statistical procedure for the detection of marine pollution
hal.structure.identifier | Institut de Mathématiques de Bordeaux [IMB] | |
dc.contributor.author | BERCU, Bernard | |
hal.structure.identifier | Institut de Mathématiques de Bordeaux [IMB] | |
dc.contributor.author | CAPDEROU, Sami | |
hal.structure.identifier | Laboratoire de Mathématiques de Bretagne Atlantique [LMBA] | |
hal.structure.identifier | Université de la Nouvelle-Calédonie [UNC] | |
dc.contributor.author | DURRIEU, Gilles | |
dc.date.accessioned | 2024-04-04T02:57:28Z | |
dc.date.available | 2024-04-04T02:57:28Z | |
dc.date.issued | 2019 | |
dc.identifier.issn | 0266-4763 | |
dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/192566 | |
dc.description.abstractEn | This paper is devoted to the estimation of the derivative of the regres- sion function in fixed-design nonparametric regression. We establish the almost sure convergence as well as the asymptotic normality of our estimate. We also provide concentration inequalities which are useful for small sample sizes. Numerical experiments on simu- lated data show that our nonparametric statistical procedure per- forms very well. We also illustrate our approach on high-frequency environmental data for the study of marine pollution. | |
dc.description.sponsorship | Centre de Mathématiques Henri Lebesgue : fondements, interactions, applications et Formation - ANR-11-LABX-0020 | |
dc.language.iso | en | |
dc.publisher | Taylor & Francis (Routledge) | |
dc.title.en | A nonparametric statistical procedure for the detection of marine pollution | |
dc.type | Article de revue | |
dc.subject.hal | Mathématiques [math]/Statistiques [math.ST] | |
bordeaux.journal | Journal of Applied Statistics | |
bordeaux.page | 119-140 | |
bordeaux.volume | 46 | |
bordeaux.hal.laboratories | Institut de Mathématiques de Bordeaux (IMB) - UMR 5251 | * |
bordeaux.issue | 1 | |
bordeaux.institution | Université de Bordeaux | |
bordeaux.institution | Bordeaux INP | |
bordeaux.institution | CNRS | |
bordeaux.peerReviewed | oui | |
hal.identifier | hal-02470337 | |
hal.version | 1 | |
hal.popular | non | |
hal.audience | Internationale | |
hal.origin.link | https://hal.archives-ouvertes.fr//hal-02470337v1 | |
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