@prefix dcat: <http://www.w3.org/ns/dcat#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix foaf: <http://xmlns.com/foaf/0.1/> .
@prefix vcard: <http://www.w3.org/2006/vcard/ns#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

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    dct:description """
              This chapter is concerned with nonparametric estimation of the Lévy density of a Lévy process. The sample path is observed at $n$ equispaced instants with sampling interval $\\Delta$. We develop several nonparametric adaptive methods of estimation based on deconvolution, projection and kernel. The asymptotic framework is: $n$ tends to infinity, $\\Delta=\\Delta_n$ tends to $0$ while $n\\Delta_n$ tends to infinity (high frequency). Bounds for the ${\\mathbb L}^2$-risk of estimators are given. Rates of convergence are discussed. Estimation of the drift and Gaussian component coefficients is studied. A specific method for the estimating the jump density of compound Poisson processes is presented. Examples and simulation results illustrate the performance of estimators.
            """ ;
    dct:identifier "ISBN: 978-3-319-12372-1" ;
    dct:issued "2026-05-07T23:36:43.430912"^^xsd:dateTime ;
    dct:language "en" ;
    dct:modified "2026-05-07T23:36:43.430916"^^xsd:dateTime ;
    dct:publisher <https://rec.harvest-normandie.data4citizen.com/organization/cce9db95-46d9-4dc2-84b6-764215d0a002> ;
    dct:title "Adaptive Estimation for Lévy processes" ;
    dcat:contactPoint [ a vcard:Organization ;
            vcard:fn "CCSD" ] ;
    dcat:distribution <https://rec.harvest-normandie.data4citizen.com/dataset/oai-hal-hal-00913367v1/resource/c981eba8-39e2-44c7-a1bc-cf463707b2f4> ;
    dcat:keyword "book-sections",
        "infoeu-reposemanticsbookpart",
        "mathmath-stmathematics-mathstatistics-mathst",
        "statthstatistics-statstatistics-theory-statth" ;
    dcat:landingPage <Lévy%20Matters%20IV> .

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<https://rec.harvest-normandie.data4citizen.com/dataset/oai-hal-hal-00913367v1/resource/c981eba8-39e2-44c7-a1bc-cf463707b2f4> a dcat:Distribution ;
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    dct:issued "2026-05-07T23:36:43.433072"^^xsd:dateTime ;
    dct:modified "2026-05-07T23:36:43.425939"^^xsd:dateTime ;
    dct:title "Adaptive Estimation for Lévy processes" ;
    dcat:accessURL <https://hal.science/hal-00913367> .

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