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Novel whitening approaches in functional settings
dc.contributor.author | Vidal, Marc | |
dc.contributor.author | Aguilera Del Pino, Ana María | |
dc.date.accessioned | 2023-02-10T13:05:29Z | |
dc.date.available | 2023-02-10T13:05:29Z | |
dc.date.issued | 2022-10-19 | |
dc.identifier.citation | Vidal, M., & Aguilera, A. M. (2023). Novel whitening approaches in functional settings. Stat, 12( 1), e516. [https://doi.org/10.1002/sta4.516] | es_ES |
dc.identifier.uri | https://hdl.handle.net/10481/79831 | |
dc.description.abstract | Whitening is a critical normalization method to enhance statistical reduction via reparametrization to unit covariance. This article introduces the notion of whitening for random functions assumed to reside in a real separable Hilbert space. We compare the properties of different whitening transformations stemming from the factorization of a bounded precision operator under a particular geometrical structure. The practical performance of the estimators is shown in a simulation study, providing helpful insights into their optimization. Computational algorithms for the estimation of the proposed whitening transformations in terms of basis expansions of a functional data set are also provided. | es_ES |
dc.description.sponsorship | Ministry of Science and Innovation, Spain (MICINN) Instituto de Salud Carlos III Spanish Government PID2020-113961GB-I00 | es_ES |
dc.description.sponsorship | Methusalem, Vlaamse regering | es_ES |
dc.language.iso | eng | es_ES |
dc.publisher | Wiley | es_ES |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Correlation operator | es_ES |
dc.subject | Cross-covariance operator | es_ES |
dc.subject | Functional independent component analysis | es_ES |
dc.subject | Mahalanobis distance | es_ES |
dc.subject | Sphering | es_ES |
dc.subject | Whitening operator | es_ES |
dc.title | Novel whitening approaches in functional settings | es_ES |
dc.type | info:eu-repo/semantics/article | es_ES |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es_ES |
dc.identifier.doi | 10.1002/sta4.516 | |
dc.type.hasVersion | info:eu-repo/semantics/publishedVersion | es_ES |