| dc.contributor | Forzani Liliana, Universidad Nacional del Litoral (Argentina) | |
| dc.contributor | Fraiman Ricardo, Universidad de la República (Uruguay). Facultad de Ciencias. Centro de Matemática. | |
| dc.contributor | Llop Pamela, Universidad Nacional del Litoral (Argentina) | |
| dc.creator | Forzani, Liliana | |
| dc.creator | Fraiman, Ricardo | |
| dc.creator | Llop, Pamela | |
| dc.date.accessioned | 2022-09-13T13:16:42Z | |
| dc.date.accessioned | 2022-10-28T20:29:18Z | |
| dc.date.available | 2022-09-13T13:16:42Z | |
| dc.date.available | 2022-10-28T20:29:18Z | |
| dc.date.created | 2022-09-13T13:16:42Z | |
| dc.date.issued | 2020 | |
| dc.identifier | Forzani, L, Fraiman, R y Llop, P. "Nonparametric regression based on discretely sampled curves". REVSTAT – Statistical Journal. [en línea] 2020, 18(1): 1-26. 26 h. | |
| dc.identifier | 2183-0371 | |
| dc.identifier | https://hdl.handle.net/20.500.12008/33813 | |
| dc.identifier.uri | https://repositorioslatinoamericanos.uchile.cl/handle/2250/4987668 | |
| dc.description.abstract | In the context of nonparametric regression, we study conditions under which the consistency (and rates of convergence) of estimators built from discretely sampled curves can be derived from the consistency of estimators based on the unobserved whole trajectories. As a consequence, we derive asymptotic results for most of the regularization techniques used in functional data analysis, including smoothing and basis representation. | |
| dc.language | en | |
| dc.publisher | Instituto Nacional Estatística | |
| dc.relation | REVSTAT – Statistical Journal, 2020, 18(1): 1-26 | |
| dc.rights | Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) | |
| dc.rights | Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014) | |
| dc.subject | Nonparametric regression | |
| dc.subject | Functional data | |
| dc.subject | Discrete curves | |
| dc.title | Nonparametric regression based on discretely sampled curves | |
| dc.type | Artículo | |
