Some recent developments on functional data analysis.
Saved in:
| Title: | Some recent developments on functional data analysis. |
|---|---|
| Authors: | Cugliari, Jairo1 (AUTHOR), Devijver, Emilie2 (AUTHOR), Meynaoui, Anouar3 (AUTHOR), Mignot, Raphaël4 (AUTHOR) |
| Source: | ESAIM: Proceedings & Surveys. 2025, Vol. 80, p72-87. 16p. |
| Subjects: | Functional analysis, Data analysis, Centroid, Definitions, Nonparametric estimation |
| Abstract (English): | Recent contributions to functional data analysis are presented. Various problems are considered including the definition of the barycenter of multivariate functional data and the adaptive nonparametric estimation in the functional linear model with functional output. [ABSTRACT FROM AUTHOR] |
| Abstract (French): | Des contributions récentes pour l'analyse de données fonctionnelles sont présentées. Les problèmes considérés incluent la définition du barycentre pour des données fonctionnelles multivariées, et l'estimation adaptative non paramètrique dans le modèle fonctionnel linéaire à sortie fonctionnelle. [ABSTRACT FROM AUTHOR] |
| Copyright of ESAIM: Proceedings & Surveys is the property of EDP Sciences and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
|---|---|
| Header | DbId: egs DbLabel: Engineering Source An: 188594802 AccessLevel: 6 PubType: Conference PubTypeId: conference PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Some recent developments on functional data analysis. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Cugliari%2C+Jairo%22">Cugliari, Jairo</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Devijver%2C+Emilie%22">Devijver, Emilie</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Meynaoui%2C+Anouar%22">Meynaoui, Anouar</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Mignot%2C+Raphaël%22">Mignot, Raphaël</searchLink><relatesTo>4</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22ESAIM%3A+Proceedings+%26+Surveys%22">ESAIM: Proceedings & Surveys</searchLink>. 2025, Vol. 80, p72-87. 16p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Functional+analysis%22">Functional analysis</searchLink><br /><searchLink fieldCode="DE" term="%22Data+analysis%22">Data analysis</searchLink><br /><searchLink fieldCode="DE" term="%22Centroid%22">Centroid</searchLink><br /><searchLink fieldCode="DE" term="%22Definitions%22">Definitions</searchLink><br /><searchLink fieldCode="DE" term="%22Nonparametric+estimation%22">Nonparametric estimation</searchLink> – Name: Abstract Label: Abstract (English) Group: Ab Data: Recent contributions to functional data analysis are presented. Various problems are considered including the definition of the barycenter of multivariate functional data and the adaptive nonparametric estimation in the functional linear model with functional output. [ABSTRACT FROM AUTHOR] – Name: Abstract Label: Abstract (French) Group: Ab Data: Des contributions récentes pour l'analyse de données fonctionnelles sont présentées. Les problèmes considérés incluent la définition du barycentre pour des données fonctionnelles multivariées, et l'estimation adaptative non paramètrique dans le modèle fonctionnel linéaire à sortie fonctionnelle. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of ESAIM: Proceedings & Surveys is the property of EDP Sciences and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=egs&AN=188594802 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1051/proc/202580072 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 16 StartPage: 72 Subjects: – SubjectFull: Functional analysis Type: general – SubjectFull: Data analysis Type: general – SubjectFull: Centroid Type: general – SubjectFull: Definitions Type: general – SubjectFull: Nonparametric estimation Type: general Titles: – TitleFull: Some recent developments on functional data analysis. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Cugliari, Jairo – PersonEntity: Name: NameFull: Devijver, Emilie – PersonEntity: Name: NameFull: Meynaoui, Anouar – PersonEntity: Name: NameFull: Mignot, Raphaël IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 09 Text: 2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 22673059 Numbering: – Type: volume Value: 80 Titles: – TitleFull: ESAIM: Proceedings & Surveys Type: main |
| ResultId | 1 |
